{"id":"W2804340673","doi":"10.1093/pch/pxy054.142","title":"Poor concordance between reason for consultation and parental expectations in behavioral referrals","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Concordance; Referral; Medicine; Family medicine; Population; Primary care; Socioeconomic status; Pediatrics; Psychiatry","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":[0.008667005,0.0001542263,0.0003570489,0.001610275,0.0005829061,0.001294478,0.0008404924,0.0004620637,0.002274545],"category_scores_gemma":[0.04625963,0.00030816,0.0003541445,0.001300679,0.0008000477,0.0005518542,0.001581616,0.0005982741,0.0003412763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009685571,"about_ca_system_score_gemma":0.0008389597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007580526,"about_ca_topic_score_gemma":0.007368535,"domain_scores_codex":[0.9820738,0.008163371,0.00308502,0.00119277,0.004502096,0.0009829361],"domain_scores_gemma":[0.9392252,0.03511459,0.01557359,0.002509604,0.006180984,0.001396097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006795745,0.0000194855,0.9926301,0.00003704249,0.0000139965,0.0002340394,0.003632266,0.00003696714,0.0001943442,0.00003242191,0.000124189,0.002977064],"study_design_scores_gemma":[0.000002094345,0.00007023887,0.9950813,0.00003552147,0.000006573406,0.0006776793,0.003245273,0.0003048748,0.000266706,0.00003006709,0.0002731658,0.000006568105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978663,0.0001493907,0.0002400926,0.00009936071,0.00001284514,0.00002343483,0.0001466272,0.000009833784,0.00145211],"genre_scores_gemma":[0.9995995,0.00003719724,0.0001482896,0.00001581519,0.000004081682,0.00001170827,0.00007428873,0.000002548346,0.0001065608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008667005,"threshold_uncertainty_score":0.04583609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04325288329793865,"score_gpt":0.3331684742852827,"score_spread":0.289915590987344,"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."}}