{"id":"W2193608631","doi":"10.1177/070674371405901s03","title":"Article Commentary: Listen to These Lessons","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","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":[0.01003794,0.002009837,0.003298303,0.002977245,0.009717521,0.01142294,0.007494958,0.1089049,0.01913098],"category_scores_gemma":[0.1112554,0.001727772,0.003105134,0.002701824,0.009321397,0.008469268,0.004906157,0.09522828,0.0136022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514131,"about_ca_system_score_gemma":0.02045482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03067711,"about_ca_topic_score_gemma":0.05852493,"domain_scores_codex":[0.988309,0.001914874,0.001518422,0.001695022,0.004502454,0.002060177],"domain_scores_gemma":[0.9251449,0.0374005,0.005031295,0.00155232,0.02252602,0.008345004],"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":[0.000009413027,0.000005810059,0.00005318997,0.00003266225,0.000009032172,0.0001232783,0.00007973825,0.000009335322,0.00001209216,0.0003805342,0.9985399,0.0007449475],"study_design_scores_gemma":[0.00009665433,0.00002381781,0.0006535009,0.0007334064,0.00009547719,0.0006844583,0.001445356,0.0001440978,0.0001163187,0.00478817,0.99112,0.00009870016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000058597,0.0006804263,0.00002123832,0.8878831,0.110604,0.000005468619,0.00004146366,0.000009923728,0.0006956487],"genre_scores_gemma":[0.0008541173,0.0006310272,0.00005801844,0.9000722,0.09497354,0.00002272004,0.00002217325,0.00002564403,0.003340575],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1089049,"threshold_uncertainty_score":0.1098584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432060975929363,"score_gpt":0.3479198474667258,"score_spread":0.3135992377074321,"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."}}