{"id":"W3090403920","doi":"10.1016/j.cpr.2020.101927","title":"Disordered doctors or rational rats? Testing adaptationist and disorder hypotheses for melancholic depression and their relevance for clinical psychology","year":2020,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Mental Health Research Topics","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; McMaster University","funders":"","keywords":"Psychology; Adaptation (eye); Melancholic depression; Context (archaeology); Relevance (law); Cognition; Cognitive psychology; Psychotherapist; Clinical psychology; Developmental psychology; Psychiatry; Neuroscience; Melancholia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004149685,0.0005367156,0.002291391,0.001479459,0.000306738,0.001487133,0.001763829,0.001485471,0.005179907],"category_scores_gemma":[0.007766343,0.0002536805,0.0009188929,0.001787192,0.002388521,0.002337994,0.0007914927,0.00329724,0.0009197815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137412,"about_ca_system_score_gemma":0.002532403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258266,"about_ca_topic_score_gemma":0.005526132,"domain_scores_codex":[0.9993535,0.0002755332,0.00008759313,0.00008694563,0.0001707156,0.00002576484],"domain_scores_gemma":[0.9938784,0.005378574,0.0002752258,0.00008339989,0.0003053872,0.00007892378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002336506,0.00009378977,0.0008699126,0.03580718,0.0009394236,0.0001583957,0.0002029949,0.000240807,0.0002057915,0.05096095,0.01549555,0.8947914],"study_design_scores_gemma":[0.0006626041,0.0005878478,0.01788802,0.07691446,0.003117345,0.001843146,0.001868519,0.0009291298,0.0004767602,0.3168732,0.5786567,0.0001823903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001566154,0.99744,0.0001451308,0.001365056,0.000206762,0.000007086427,0.00001183406,0.000002209707,0.0006652703],"genre_scores_gemma":[0.004446488,0.9928836,0.0004753561,0.001492447,0.000386453,0.00001562253,0.00003270069,0.000002220277,0.0002652036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005179907,"threshold_uncertainty_score":0.02194589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7806232595637856,"score_gpt":0.6813696678790793,"score_spread":0.09925359168470638,"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."}}