{"id":"W4404139915","doi":"10.1080/21678421.2024.2403301","title":"Theme 4 <i>In Vivo</i> Experimental Models","year":2024,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Mitsubishi Tanabe Pharma Corporation; Vetenskapsrådet; National Institute of Neurological Disorders and Stroke; Royal Brisbane and Women's Hospital Foundation; National Health and Medical Research Council; Company of Biologists; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada; Ulla-Carin Lindquists stiftelse för ALS-forskning; Barrow Neurological Foundation; Motor Neurone Disease Research Australia; University of Ottawa; Alliance de recherche numérique du Canada; Motor Neurone Disease Association; Medical Research Council; ALS Society of Canada; U.S. Department of Defense","keywords":"Theme (computing); In vivo; Computer science; Biology; World Wide Web; Biotechnology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001362387,0.001277369,0.0007394623,0.001059158,0.001221105,0.001333544,0.001963343,0.001818832,0.01849792],"category_scores_gemma":[0.0006184296,0.0006172921,0.001529234,0.0007958877,0.0008783679,0.000697662,0.001342443,0.002450415,0.009330397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720678,"about_ca_system_score_gemma":0.0008415875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002111021,"about_ca_topic_score_gemma":0.004436919,"domain_scores_codex":[0.9984781,0.000218294,0.0001532847,0.0004533937,0.0004981764,0.0001988143],"domain_scores_gemma":[0.9991276,0.0001380989,0.0002216781,0.0002668848,0.0001380421,0.0001077672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008992925,0.0006880306,0.003681352,0.0008353013,0.0001712826,0.0003469734,0.0001019663,0.002203062,0.9506593,0.006393172,0.0171677,0.01685257],"study_design_scores_gemma":[0.0002809892,0.002001685,0.01069578,0.0002438238,0.0003241348,0.001825723,0.0001717386,0.01182675,0.8105628,0.004331484,0.1575589,0.0001761344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.448708,0.01139756,0.3637823,0.005640408,0.00421049,0.005048399,0.07652259,0.008255933,0.07643434],"genre_scores_gemma":[0.5630763,0.01047332,0.249155,0.006995955,0.0005759352,0.01917768,0.07374831,0.002673073,0.07412432],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9815021,"threshold_uncertainty_score":0.06188166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231276407741669,"score_gpt":0.2829255474182865,"score_spread":0.2306127833408698,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}