{"id":"W4404139979","doi":"10.1080/21678421.2024.2403304","title":"Theme 7 Pre-Clinical Therapeutic Strategies","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":"Genomics Research Center, Academia Sinica; Japan Society for the Promotion of Science; Biogen; ALS Society of Canada; Medical Research Council; Canadian Institutes of Health Research; Academia Sinica; Japan Agency for Medical Research and Development; Québec Consortium for Drug Discovery; LifeArc; Motor Neurone Disease Association; Fondation Brain Canada; Motor Neurone Disease Australia","keywords":"Theme (computing); Medicine; Psychology; Intensive care medicine; History; Computer science; World Wide Web","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":[0.001853196,0.0009725138,0.0006310533,0.000765094,0.0004876154,0.002169019,0.001390663,0.002714597,0.06870928],"category_scores_gemma":[0.001807907,0.0002015354,0.0008158206,0.0002957684,0.0006192992,0.00140271,0.001939775,0.003145932,0.02818779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076921,"about_ca_system_score_gemma":0.002558282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000427871,"about_ca_topic_score_gemma":0.001190199,"domain_scores_codex":[0.9993081,0.0002085436,0.00006258007,0.0001059494,0.0001898568,0.000125015],"domain_scores_gemma":[0.99896,0.0001959479,0.0001166377,0.00009165685,0.0003388248,0.0002970045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006700096,0.001014739,0.0009094602,0.00224446,0.00008301101,0.001179897,0.0001195406,0.0005715976,0.007724192,0.02262499,0.1452059,0.8176522],"study_design_scores_gemma":[0.0004594163,0.001514957,0.001449494,0.002215607,0.00008897779,0.003254776,0.0001439173,0.0005392642,0.003704465,0.01735998,0.9692331,0.00003606002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02287727,0.2052261,0.06354436,0.1550708,0.01970804,0.003254695,0.003065953,0.002582057,0.5246707],"genre_scores_gemma":[0.1989052,0.2701827,0.08110871,0.115949,0.02646576,0.006521825,0.008678365,0.0007629394,0.2914255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9312907,"threshold_uncertainty_score":0.2298555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07507932763796579,"score_gpt":0.3469086070234174,"score_spread":0.2718292793854515,"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."}}