{"id":"W2792899357","doi":"10.1093/jcag/gwy009.218","title":"A218 EVALUATION OF IBD SPECIALTY CARE IN NOVA SCOTIA: THE REFERRING PHYSICIAN PERSPECTIVE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Family medicine; Referral; Specialty; Health care; Descriptive statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002300978,0.00007965639,0.0002771825,0.0004075061,0.00009703002,0.00001882331,0.0003388696,0.0001115535,0.00003521556],"category_scores_gemma":[0.0007119527,0.00005615094,0.0001068719,0.0003231095,0.00009082847,0.0001706846,0.00004358666,0.0002786883,0.000006414788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897932,"about_ca_system_score_gemma":0.0003703269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1534107,"about_ca_topic_score_gemma":0.9823721,"domain_scores_codex":[0.9985476,0.0001924885,0.0005096436,0.00008953977,0.0004088378,0.0002519318],"domain_scores_gemma":[0.9956368,0.00002718323,0.001698742,0.0001614016,0.00246013,0.00001574222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007608388,0.00002811533,0.9908128,0.000029543,0.0000948407,0.000001361026,0.0008499835,0.00008977239,0.0001008024,0.004095105,0.002481405,0.001340198],"study_design_scores_gemma":[0.001362158,0.0002194236,0.9867428,0.0001319129,0.0001107936,0.000005891354,0.004392299,0.0002026407,0.0000546118,0.002315124,0.004411325,0.0000510115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755182,0.00003055312,0.000005325596,0.01911626,0.001210546,0.0002117694,0.000005670755,0.000002451539,0.003899266],"genre_scores_gemma":[0.9976581,0.00000123333,0.00001411533,0.001188709,0.001115235,0.000001066173,8.974845e-7,0.000008030594,0.00001259691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8289614,"threshold_uncertainty_score":0.8522267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220534679736076,"score_gpt":0.2728920751448274,"score_spread":0.2508386071712199,"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."}}