{"id":"W139864819","doi":"10.1177/070674371005500201","title":"Disease versus Dimension in Diagnosis","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Melancholia; Psychiatry; Disease; Medical diagnosis; Argument (complex analysis); Mental illness; Psychoanalysis; Depression (economics); Psychology; Medicine; Mental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01847689,0.0006029833,0.001086959,0.003236035,0.00260486,0.005266263,0.001772745,0.004553586,0.006384541],"category_scores_gemma":[0.06100749,0.0004394555,0.0005248172,0.002371111,0.02254992,0.01460761,0.007224394,0.01101335,0.001215401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007929951,"about_ca_system_score_gemma":0.006096912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007471894,"about_ca_topic_score_gemma":0.008505977,"domain_scores_codex":[0.9869018,0.007516266,0.001275855,0.00114288,0.002300601,0.0008625124],"domain_scores_gemma":[0.9595114,0.02832447,0.001990323,0.001226055,0.004651106,0.00429661],"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":[0.0001875218,0.00004830306,0.01195734,0.0009148866,0.00007338947,0.0005671837,0.009741575,0.0001361298,0.0001081791,0.5565124,0.2850909,0.1346622],"study_design_scores_gemma":[0.000112744,0.0001534614,0.007017877,0.006573187,0.00007084409,0.003134207,0.01817581,0.0003772306,0.0001040349,0.5202389,0.4439338,0.0001079735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00411408,0.1249772,0.00316774,0.8248019,0.02214847,0.00003426304,0.0001533909,0.00003022342,0.02057279],"genre_scores_gemma":[0.3941183,0.2037003,0.005628797,0.3331726,0.0527387,0.0002903178,0.0004461048,0.0001582679,0.009746466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01847689,"threshold_uncertainty_score":0.09771627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814911072071881,"score_gpt":0.2587866316716764,"score_spread":0.2306375209509575,"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."}}