{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005753373,0.00028701,0.000513306,0.0004147232,0.0007386676,0.00002894218,0.0003033541,0.0001664832,0.0001328324],"category_scores_gemma":[0.0000204193,0.0002749753,0.0001063077,0.0005707046,0.00001898783,0.000185756,0.000296047,0.0007336257,0.00006228425],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01219893,"about_ca_system_score_gemma":0.009976226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7014287,"about_ca_topic_score_gemma":0.9736474,"domain_scores_codex":[0.9961056,0.000267058,0.0009539037,0.0006037271,0.0004472586,0.001622466],"domain_scores_gemma":[0.9985051,0.0005063968,0.0001227046,0.0004784272,0.000122827,0.0002645321],"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":[0.0002163764,0.00001748497,0.08629536,0.06412452,0.0000712559,0.0002453752,0.001944302,0.00001329789,0.000002114309,0.0372569,0.4705246,0.3392884],"study_design_scores_gemma":[0.0009931006,0.00007951444,0.03723378,0.001694494,0.00003193822,0.000001155014,0.02541285,0.0001164794,0.000001927215,0.001265971,0.9328531,0.0003157053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03507361,0.08223704,0.001881121,0.5451345,0.02625833,0.02148349,0.001738214,0.001408746,0.2847849],"genre_scores_gemma":[0.7691199,0.001958421,0.002904718,0.2114647,0.0007078847,0.003149332,0.001335526,0.0002009698,0.009158585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7340462,"threshold_uncertainty_score":0.9999703,"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."}}