{"id":"W2101748805","doi":"10.1503/cmaj.1060005","title":"One size fits all?","year":2006,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wonder; Primary care; Depression (economics); Mental health; Medicine; Psychiatry; Computer science; Psychology; Family medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01335024,0.00110971,0.0018028,0.001162443,0.004719574,0.005595438,0.003151806,0.0338713,0.0207283],"category_scores_gemma":[0.06281448,0.0006376836,0.001129335,0.0009051249,0.005930864,0.0152755,0.003717342,0.04349354,0.01472548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00432871,"about_ca_system_score_gemma":0.006906026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004500264,"about_ca_topic_score_gemma":0.01222806,"domain_scores_codex":[0.9921106,0.002601481,0.0006092045,0.001190542,0.002825222,0.000663059],"domain_scores_gemma":[0.9710244,0.01576804,0.001645425,0.001118853,0.004742044,0.005701192],"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":[0.00002067746,0.00002199186,0.000279114,0.00005948826,0.00001595302,0.0003121829,0.0001306874,0.00001701069,0.0000706347,0.002964417,0.9753886,0.02071924],"study_design_scores_gemma":[0.00006856176,0.00008892034,0.0008192116,0.0006895553,0.00003237989,0.001996123,0.001748401,0.0002212555,0.0001026317,0.02959578,0.9645698,0.0000675413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007934053,0.001493132,0.0001249048,0.9888924,0.008487229,0.000004185147,0.00001222757,0.00002264733,0.0008840177],"genre_scores_gemma":[0.001675596,0.001854153,0.0003713178,0.9711807,0.02148239,0.00001781636,0.00001672951,0.00002889336,0.003372381],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0338713,"threshold_uncertainty_score":0.07060361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542826438431052,"score_gpt":0.3655408612426966,"score_spread":0.3201125968583861,"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."}}