{"id":"W4328053907","doi":"10.46747/cfp.6903e61","title":"Timely access to primary care in New Brunswick","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Primary care; Computer science; World Wide Web; Data science; Primary health care; Primary (astronomy); Medicine; Family medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002161054,0.0002352977,0.0004489443,0.0008509976,0.0005310453,0.00003176065,0.0006551667,0.0002105689,0.00003416235],"category_scores_gemma":[0.00002478319,0.0002572915,0.00008113769,0.001858901,0.00002195782,0.0002896628,0.0001873555,0.0006376331,0.008017339],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004053562,"about_ca_system_score_gemma":0.04482813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.412058,"about_ca_topic_score_gemma":0.8457013,"domain_scores_codex":[0.9971349,0.0001663022,0.0004633593,0.0004503676,0.0002440117,0.001541006],"domain_scores_gemma":[0.99766,0.0001771405,0.00007849867,0.0005453557,0.0001127112,0.001426284],"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":[0.00002311191,0.000005211401,0.0221511,0.0002912966,0.000009049189,0.00007509597,0.002229984,0.00001824837,0.00007972391,0.0009039833,0.8961846,0.07802862],"study_design_scores_gemma":[0.0003323004,0.00002548825,0.4650565,0.0001094782,0.000004534637,2.768079e-8,0.001361423,0.000002380908,0.000003177458,0.0002279871,0.532702,0.0001746153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1441188,0.0007512558,0.000005455081,0.02354911,0.001794393,0.001717806,0.0001449662,0.0002980251,0.8276201],"genre_scores_gemma":[0.03155448,0.00007305361,0.00007782195,0.95556,0.001028774,0.00007936498,0.0004208097,0.00008577717,0.01111997],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9320108,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06948948515133768,"score_gpt":0.3862430822230991,"score_spread":0.3167535970717614,"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."}}