{"id":"W4410706163","doi":"10.12927/hcq.2025.27580","title":"How Primary Healthcare Can Support Municipalities in Service Planning","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Health care; Action plan; Economic shortage; Public relations; Plan (archaeology); Service (business); Needs assessment; Nursing; Action (physics); Business; Health policy; Community engagement; Community health; Medicine; Public health; Political science; Management; Marketing; Government (linguistics); Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01336607,0.0004884851,0.0003838346,0.001442232,0.01513754,0.01508475,0.002755447,0.003873999,0.02201166],"category_scores_gemma":[0.03660304,0.001121393,0.0005960995,0.002729147,0.005095214,0.008796345,0.01699771,0.004674749,0.002904447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02165313,"about_ca_system_score_gemma":0.1088128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2537814,"about_ca_topic_score_gemma":0.4167966,"domain_scores_codex":[0.98656,0.007570402,0.0002663257,0.0004105621,0.0009846278,0.004208075],"domain_scores_gemma":[0.9754211,0.00633981,0.001125343,0.001205178,0.002710498,0.01319806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002444373,0.001392148,0.03933316,0.0009782156,0.0001055779,0.003186421,0.1671369,0.004262869,0.0006970483,0.109646,0.3775089,0.2955083],"study_design_scores_gemma":[0.0001781373,0.0002140824,0.02042011,0.001374616,0.00006953548,0.0002839046,0.3005377,0.001824873,0.0003141869,0.04945827,0.6252148,0.0001096905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1761557,0.004078133,0.01092861,0.4745767,0.001641885,0.00108375,0.0004069826,0.001083755,0.3300446],"genre_scores_gemma":[0.9430876,0.002409792,0.01167079,0.0122204,0.0003669208,0.000722319,0.0003476516,0.0002033305,0.02897105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2537814,"threshold_uncertainty_score":0.5046085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07415301113913676,"score_gpt":0.419410164529834,"score_spread":0.3452571533906973,"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."}}