{"id":"W4417524349","doi":"10.12927/hcpol.2025.27692","title":"Canada’s Primary Healthcare Crisis – How Can we Fix it?","year":2025,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; College of Physicians and Surgeons of Ontario; Mount Sinai Hospital","funders":"","keywords":"Primary care; Economic shortage; Health care; Healthcare system; Compensation (psychology)","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":[0.006265311,0.001127874,0.001077886,0.001609228,0.01105322,0.01232801,0.003386335,0.005323909,0.007461342],"category_scores_gemma":[0.02140808,0.0003959026,0.001020819,0.003165017,0.005183363,0.005735993,0.00368608,0.009027461,0.0007451018],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09622104,"about_ca_system_score_gemma":0.2365226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814954,"about_ca_topic_score_gemma":0.9855354,"domain_scores_codex":[0.9957985,0.0009835904,0.00009608682,0.0003278808,0.001162739,0.001631185],"domain_scores_gemma":[0.9883997,0.001753093,0.0005585126,0.0002540017,0.004746406,0.004288225],"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":[0.0002160082,0.0002956614,0.05948254,0.0009287095,0.0003324182,0.001021232,0.007617191,0.0151797,0.0004219884,0.1113274,0.6800423,0.1231349],"study_design_scores_gemma":[0.0002528887,0.0003193349,0.08504214,0.006755119,0.0004401735,0.0004955563,0.1066963,0.04543074,0.0007825511,0.1470498,0.6059577,0.0007775957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01792798,0.008446385,0.002328526,0.9532336,0.001995714,0.00006900424,0.001328906,0.0001846695,0.01448529],"genre_scores_gemma":[0.7528631,0.03920332,0.01874443,0.1705211,0.002482101,0.0001639761,0.002671506,0.000249821,0.01310069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.903779,"threshold_uncertainty_score":0.6981357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06027202194962749,"score_gpt":0.4320390640542153,"score_spread":0.3717670421045878,"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."}}