{"id":"W4252788472","doi":"10.1503/cmaj.181629","title":"Conceptualizing diseases","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Presentation (obstetrics); Data science; Medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006910508,0.00119874,0.000507466,0.004709112,0.004356217,0.00880536,0.002038517,0.004420896,0.005524917],"category_scores_gemma":[0.007019785,0.0003779886,0.0007404456,0.002371945,0.03698381,0.01231247,0.005588619,0.006597287,0.00103743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125714,"about_ca_system_score_gemma":0.007284887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003589,"about_ca_topic_score_gemma":0.0096778,"domain_scores_codex":[0.9952349,0.00292103,0.0002244859,0.0005299402,0.0006053638,0.0004843252],"domain_scores_gemma":[0.9956505,0.001996912,0.0004475214,0.0002271398,0.0006791367,0.0009988587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001167058,0.000009758928,0.0008245255,0.00009852757,0.000007582184,0.0002111883,0.01799877,0.0001834964,0.0001221257,0.9684893,0.007660393,0.004382611],"study_design_scores_gemma":[0.00002717781,0.00004357398,0.001359486,0.0007712757,0.00002148114,0.001391925,0.03042491,0.0006042317,0.00009595573,0.7094333,0.2557862,0.00004046174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03957428,0.09156191,0.06672893,0.326711,0.008719346,0.0002488359,0.0008477467,0.0001716393,0.4654362],"genre_scores_gemma":[0.8574976,0.04121256,0.02641229,0.04594617,0.00415428,0.0003962877,0.0009193015,0.0001548801,0.02330654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02003589,"threshold_uncertainty_score":0.08167666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246360583001521,"score_gpt":0.2376210508516644,"score_spread":0.2251574450216492,"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."}}