{"id":"W4408480289","doi":"10.1186/s12875-025-02766-5","title":"Use of patient-reported outcome measures (PROMs) in primary care-based mental health programming: an environmental scan of Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chinook Regional Hospital; Foothills Medical Centre; Northwestern Polytechnic; University of Alberta","funders":"","keywords":"Mental health; Primary care; Outcome (game theory); Patient-reported outcome; Primary (astronomy); Medicine; Psychology; Psychiatry; Family medicine; Nursing; Economics; Quality of life (healthcare)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004474406,0.00046852,0.001353829,0.000428438,0.0004640645,0.0000107702,0.0004289039,0.0002904476,0.0000699336],"category_scores_gemma":[0.0001094766,0.0004575477,0.0002154575,0.00045611,0.0001586561,0.0002855604,0.000307106,0.0006820007,0.00000209816],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01592083,"about_ca_system_score_gemma":0.03837349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7049973,"about_ca_topic_score_gemma":0.8876482,"domain_scores_codex":[0.9936488,0.001002238,0.002598201,0.00071794,0.0009964608,0.001036373],"domain_scores_gemma":[0.9966524,0.0005402886,0.001160933,0.001079222,0.0001986031,0.0003685993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005632372,0.0002716229,0.9475309,0.007750647,0.00004908277,0.00000965492,0.00585588,0.00003861608,0.0002061907,0.00002676381,0.002748276,0.03494917],"study_design_scores_gemma":[0.003188702,0.0004441264,0.9210536,0.0006797792,0.00006569193,0.000001505554,0.01296602,0.00000902718,0.000332885,0.000004541258,0.06083542,0.0004187325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847596,0.00366663,0.00002838574,0.001009754,0.001155424,0.004422685,0.0008182228,0.0000695105,0.004069797],"genre_scores_gemma":[0.977811,0.0000720115,0.002768086,0.01440753,0.00003816881,0.000300273,0.004176706,0.00006629221,0.0003599006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1826509,"threshold_uncertainty_score":0.9997876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04836150889927631,"score_gpt":0.3384229181977343,"score_spread":0.290061409298458,"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."}}