{"id":"W2416394173","doi":"","title":"State-based Distribution of U.S. Pediatric Dentists in Private Practice.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Directory; Private practice; Family medicine; Demography; Census; Pediatrics; Environmental health; Population","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":[0.0005089238,0.0001196387,0.00009734387,0.001471948,0.0001869802,0.0002818338,0.0002761034,0.0002459904,0.003289269],"category_scores_gemma":[0.002222006,0.0001712264,0.0001795174,0.001562928,0.0001835879,0.0003682546,0.0004109132,0.000293658,0.0005168033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007258356,"about_ca_system_score_gemma":0.0008367447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03348036,"about_ca_topic_score_gemma":0.06402126,"domain_scores_codex":[0.9995359,0.00006906647,0.00006196932,0.0001101852,0.0001554618,0.00006743913],"domain_scores_gemma":[0.9977392,0.0003406878,0.001177294,0.00008185908,0.0003274838,0.0003335631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002967421,0.000025879,0.9859825,0.00004043219,0.00001798315,0.00003783459,0.0001936437,0.0000789424,0.0002147085,0.00009030107,0.002038463,0.01124976],"study_design_scores_gemma":[0.000002584364,0.00002102104,0.997408,0.00001931337,0.000008164041,0.000230071,0.0003276312,0.0001735313,0.00009902869,0.00001982861,0.001688735,0.000002097475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841993,0.001834554,0.00033512,0.0004258777,0.00002016215,0.0000203025,0.008769926,0.00004470337,0.004350137],"genre_scores_gemma":[0.9953987,0.0006318579,0.0003585159,0.00006881733,0.00001466868,0.00001649972,0.002898418,0.000005472995,0.0006071078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03348036,"threshold_uncertainty_score":0.06657094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482903046724834,"score_gpt":0.3049446532668276,"score_spread":0.2801156227995793,"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."}}