{"id":"W4388697491","doi":"10.1080/21678421.2023.2260195","title":"Theme 05 - Human Cell Biology and Pathology","year":2023,"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":"","keywords":"Scholarship; Excellence; Library science; Grant funding; Theme (computing); Political science; Medicine; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004888186,0.00129519,0.001074681,0.004366555,0.002625492,0.00785883,0.00445836,0.003359261,0.2267488],"category_scores_gemma":[0.003014088,0.001047757,0.001250791,0.00340851,0.001652465,0.003291864,0.00553348,0.003002808,0.1673244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853661,"about_ca_system_score_gemma":0.004578962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002220156,"about_ca_topic_score_gemma":0.002287561,"domain_scores_codex":[0.9958548,0.0007526154,0.0002497836,0.0007846333,0.001657301,0.0007008958],"domain_scores_gemma":[0.9975533,0.0002107916,0.0001106195,0.0008615658,0.0006941866,0.0005695061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005784285,0.00022873,0.001817914,0.00147543,0.00007327298,0.0007687227,0.000920579,0.0004953508,0.04514498,0.07407445,0.6754494,0.1989727],"study_design_scores_gemma":[0.00001912958,0.00005373401,0.0007959774,0.0001698441,0.0000103569,0.0008415279,0.0001190421,0.0001817332,0.004922918,0.0062499,0.986621,0.00001487564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01341271,0.04178652,0.09003234,0.02339383,0.01817541,0.001592385,0.05909332,0.02016142,0.7323521],"genre_scores_gemma":[0.07372472,0.02465728,0.06910886,0.009645052,0.003793124,0.003325488,0.1242322,0.00614395,0.6853693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2267488,"threshold_uncertainty_score":0.7585503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0522407983276203,"score_gpt":0.3010727989876238,"score_spread":0.2488320006600035,"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."}}