{"id":"W4413509206","doi":"10.64628/aam.prhgtan9x","title":"The doctor won’t see you now: Why access to care is in critical condition","year":2021,"lang":"en","type":"article","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003196143,0.000224878,0.0004771097,0.0009194603,0.005762358,0.004250405,0.001134954,0.003244879,0.01375527],"category_scores_gemma":[0.02557181,0.0003074583,0.0005528316,0.001514942,0.006089641,0.004601039,0.002771835,0.008763031,0.001182985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01722218,"about_ca_system_score_gemma":0.02819088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5134642,"about_ca_topic_score_gemma":0.6228447,"domain_scores_codex":[0.9950523,0.0009220556,0.0002395281,0.0003827546,0.001809685,0.001593738],"domain_scores_gemma":[0.9826377,0.003737667,0.001983535,0.0002409223,0.004423552,0.006976604],"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":[0.0002544709,0.0001871959,0.1016442,0.00112952,0.0001519435,0.00166455,0.01966959,0.0001970491,0.0005519156,0.03146401,0.6830481,0.1600374],"study_design_scores_gemma":[0.0002052983,0.0003222688,0.3822069,0.01225032,0.0003600967,0.003378925,0.1149804,0.001247689,0.0004306244,0.09650403,0.3876733,0.0004400467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03335097,0.02316043,0.0004465931,0.9210204,0.003056574,0.00002621098,0.0004115482,0.00004315797,0.01848413],"genre_scores_gemma":[0.7259522,0.04623729,0.0008906183,0.2145782,0.005971502,0.00005614411,0.0005531046,0.0001315914,0.005629249],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5134642,"threshold_uncertainty_score":0.9788023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036933666441122,"score_gpt":0.529379546525449,"score_spread":0.4256861798813368,"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."}}