{"id":"W4401457983","doi":"10.1177/08404704241271141","title":"Addressing unmet need for primary care in Canada","year":2024,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research","keywords":"Overcrowding; Equity (law); Primary care; Work (physics); Business; Health care; Quality (philosophy); Nursing; Medicine; Economic growth; Public relations; Family medicine; Political science; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001759972,0.0002458256,0.0004983546,0.001670264,0.008435765,0.004007689,0.002370177,0.00167259,0.01101818],"category_scores_gemma":[0.006454888,0.0003206368,0.0006831527,0.003320791,0.001469576,0.001094513,0.00316593,0.003201121,0.000490231],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1302666,"about_ca_system_score_gemma":0.4439331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968087,"about_ca_topic_score_gemma":0.9988907,"domain_scores_codex":[0.9955972,0.0002404466,0.0001450262,0.0001683063,0.001641158,0.002207863],"domain_scores_gemma":[0.9823987,0.0004071661,0.0005643409,0.000129125,0.004180361,0.01232033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001346902,0.0002451884,0.1572367,0.001625897,0.0001742715,0.001432443,0.007408191,0.0005569283,0.0006869896,0.0233348,0.6222802,0.1848837],"study_design_scores_gemma":[0.0001454203,0.0001364596,0.6194254,0.002997918,0.0001162323,0.0007548491,0.01873373,0.001809438,0.0002512045,0.004772675,0.3506686,0.0001880382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1566244,0.03403025,0.00076698,0.6441811,0.003287235,0.0004277748,0.01147114,0.0003560908,0.1488549],"genre_scores_gemma":[0.8841926,0.01967543,0.002708999,0.06481452,0.0006396596,0.0001831971,0.003917078,0.00009918713,0.02376924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8697334,"threshold_uncertainty_score":0.9451548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07216186264603543,"score_gpt":0.4154043326063944,"score_spread":0.343242469960359,"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."}}