{"id":"W4399146802","doi":"10.2139/ssrn.4839693","title":"The Doctor Dilemma: Improving Primary Care Access in Canada","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Primary care; Dilemma; Medicine; Political science; Family medicine; Nursing; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005130897,0.0002791734,0.000769455,0.001878372,0.009135382,0.007288611,0.003126065,0.00671622,0.01499814],"category_scores_gemma":[0.0215153,0.0004766585,0.0007439499,0.004461818,0.003909045,0.003009196,0.003778916,0.006681322,0.0005271318],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0908703,"about_ca_system_score_gemma":0.2896291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915344,"about_ca_topic_score_gemma":0.9972933,"domain_scores_codex":[0.988847,0.001733873,0.0004914798,0.0005898092,0.003251201,0.0050866],"domain_scores_gemma":[0.9592415,0.003353155,0.002209599,0.000298591,0.005983332,0.02891386],"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":[0.0006223304,0.0008583221,0.349512,0.001513103,0.0003175871,0.001962728,0.01278239,0.001345025,0.0004943622,0.03586764,0.4231791,0.1715455],"study_design_scores_gemma":[0.0005868032,0.000362136,0.7611465,0.002815952,0.000317236,0.0009588816,0.04170008,0.002626842,0.000261506,0.0108516,0.1780743,0.0002981745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1306244,0.0107446,0.000265717,0.8275263,0.001716409,0.00009442987,0.001505276,0.00004225808,0.02748056],"genre_scores_gemma":[0.8747183,0.008611602,0.0008203925,0.1005293,0.001460985,0.00005836005,0.000463193,0.00006353358,0.01327423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9091297,"threshold_uncertainty_score":0.6593133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820940654903358,"score_gpt":0.3639244119624795,"score_spread":0.345715005413446,"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."}}