{"id":"W1923976877","doi":"","title":"Managing depression in primary care: community survey.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Mental health; Depression (economics); Medicine; Family medicine; Shared care; Primary care; Psychiatry; Collaborative Care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001031791,0.0002357833,0.0003553458,0.0008677834,0.0008307968,0.0007471706,0.0005713954,0.0007716924,0.002579208],"category_scores_gemma":[0.00254285,0.0004852372,0.000303363,0.002854425,0.0003180271,0.0007307021,0.000753304,0.0006987978,0.0007832857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991567,"about_ca_system_score_gemma":0.001732168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1796498,"about_ca_topic_score_gemma":0.2807784,"domain_scores_codex":[0.9988354,0.000248481,0.0001681489,0.0001840004,0.0004186476,0.0001453211],"domain_scores_gemma":[0.9969825,0.0003129735,0.001157353,0.00008575677,0.0007187534,0.0007425626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004165421,0.00007418864,0.9966413,0.00009578371,0.00003800469,0.00008690147,0.0002999283,0.00001943351,0.0001019262,0.000004871591,0.001427384,0.001168748],"study_design_scores_gemma":[0.00002258241,0.00005723311,0.9989004,0.00001933246,0.000009429384,0.00009840057,0.0003982129,0.00003599475,0.00001136102,0.00000247163,0.0004420981,0.000002507614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744931,0.0007987961,0.0001366013,0.0007312371,0.00001937603,0.0003887716,0.02071637,0.00002270439,0.002692983],"genre_scores_gemma":[0.9901581,0.0006257501,0.0003114174,0.0009047812,0.00002987141,0.0003488112,0.006700632,0.000006715329,0.0009138162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796498,"threshold_uncertainty_score":0.3572082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05304638480434239,"score_gpt":0.3200693465473657,"score_spread":0.2670229617430233,"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."}}