{"id":"W7099086945","doi":"","title":"In Review Health Service Patterns Indicate Potential Benefit of Supported Self-Management for Depression in Primary","year":2014,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Primary care; Context (archaeology); Intervention (counseling); Cohort; Service delivery framework; Health care; Health services; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001275513,0.0001688771,0.001090689,0.002449661,0.0002760781,0.001369094,0.0008666855,0.0009446172,0.009851033],"category_scores_gemma":[0.01016898,0.0001984745,0.0003950676,0.005026255,0.0003521687,0.0004306149,0.0003510664,0.0003937705,0.00223024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193801,"about_ca_system_score_gemma":0.006688703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1034573,"about_ca_topic_score_gemma":0.2040763,"domain_scores_codex":[0.9989187,0.0002392223,0.0002064431,0.00009882981,0.0004371539,0.00009970986],"domain_scores_gemma":[0.9955152,0.001630311,0.0007218946,0.00008970702,0.001760592,0.0002824037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000323875,0.0000809957,0.07755709,0.05892354,0.00118174,0.0008531195,0.0003835775,0.0001375021,0.0002199018,0.000702508,0.1306939,0.7289423],"study_design_scores_gemma":[0.0003255199,0.0003185086,0.5572364,0.04581073,0.001966288,0.003389362,0.001386136,0.0002056128,0.0001397132,0.0005025205,0.3886654,0.00005385685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01636752,0.9524544,0.0003090228,0.006461968,0.001771845,0.0001591695,0.004379053,0.00004603857,0.01805094],"genre_scores_gemma":[0.108339,0.87523,0.001093749,0.004503876,0.001614572,0.0001869956,0.004920943,0.00002943767,0.004081448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1034573,"threshold_uncertainty_score":0.2057102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00937443319459638,"score_gpt":0.2413229502815116,"score_spread":0.2319485170869152,"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."}}