{"id":"W1925011299","doi":"","title":"Pediatric subspecialists in short supply in BC","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Child health; Pediatrics; Family medicine","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":[0.001271943,0.0003591503,0.0004629093,0.00153487,0.004695002,0.00324232,0.00106418,0.002681046,0.1815431],"category_scores_gemma":[0.01120929,0.0005933456,0.0002559308,0.002456178,0.001033215,0.001837901,0.003047403,0.003246071,0.03310826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009187006,"about_ca_system_score_gemma":0.03469241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2061577,"about_ca_topic_score_gemma":0.573659,"domain_scores_codex":[0.9965574,0.0002992306,0.0001665633,0.0002971314,0.001420395,0.001259451],"domain_scores_gemma":[0.968224,0.001409202,0.001461203,0.0004629475,0.006958352,0.02148418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001461821,0.0001260979,0.01249214,0.0003146616,0.00002160268,0.0009296923,0.0006376809,0.0001389326,0.001350508,0.002541375,0.8281227,0.1531784],"study_design_scores_gemma":[0.00005097636,0.00005957171,0.03862546,0.0003495149,0.000008277559,0.0006308622,0.001333577,0.0001104633,0.0001786198,0.0007066936,0.9579304,0.00001552559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07203335,0.03356046,0.001538202,0.3760648,0.04518848,0.0002117948,0.006363116,0.0008142598,0.4642255],"genre_scores_gemma":[0.167942,0.01601034,0.002493314,0.06570962,0.01105505,0.0001559842,0.00478936,0.0005226017,0.7313218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7938423,"threshold_uncertainty_score":0.6073221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196124838036492,"score_gpt":0.3138534276172965,"score_spread":0.2818921792369316,"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."}}