{"id":"W4417502259","doi":"10.1097/cnj.0000000000001362","title":"Improving Depression Management in Primary Care","year":2025,"lang":"en","type":"article","venue":"Journal of Christian Nursing","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"Primary care; Depression (economics); Protocol (science); Mental health; Management of depression; Quality management; Quality (philosophy)","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":[0.01172534,0.0003505773,0.0005615847,0.0008515056,0.002190699,0.002236622,0.001375809,0.00160568,0.005379646],"category_scores_gemma":[0.03531637,0.0003679738,0.0008112643,0.0009793558,0.0004636525,0.001153282,0.003336967,0.002623796,0.0006539467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004895872,"about_ca_system_score_gemma":0.02216581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195837,"about_ca_topic_score_gemma":0.02439951,"domain_scores_codex":[0.99116,0.005133407,0.0008147015,0.0004799511,0.001696134,0.0007158777],"domain_scores_gemma":[0.9858225,0.003675157,0.00199603,0.0006724349,0.003083029,0.004750898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002802821,0.00609258,0.09899957,0.004939362,0.0004399769,0.0005439089,0.00442678,0.0008145063,0.0007561108,0.001756683,0.1124043,0.7685459],"study_design_scores_gemma":[0.004863732,0.01429432,0.6934171,0.0334447,0.00148539,0.00160856,0.0150612,0.004926267,0.002663808,0.009054422,0.2189916,0.0001889008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4554971,0.04164897,0.01082042,0.3890677,0.004166744,0.008245472,0.001533341,0.0009467419,0.08807354],"genre_scores_gemma":[0.8717522,0.021748,0.05813377,0.03932935,0.001157683,0.003740145,0.0008296106,0.00005312873,0.003256201],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01195837,"threshold_uncertainty_score":0.06201023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05128555661375128,"score_gpt":0.439975109420799,"score_spread":0.3886895528070477,"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."}}