{"id":"W2342138794","doi":"","title":"IMPROVING SURGICAL ACCESS: THE VANCOUVER EXPERIENCE","year":2012,"lang":"en","type":"article","venue":"","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Referral; Government (linguistics); Surgery; Operations management; Nursing; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002201379,0.0003315077,0.0002646551,0.001243616,0.003914957,0.003877109,0.001050143,0.0008757089,0.008460951],"category_scores_gemma":[0.009015737,0.0003804915,0.0002199165,0.003447262,0.001556074,0.001013317,0.003074319,0.001805957,0.0007192125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005715175,"about_ca_system_score_gemma":0.01219004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.272799,"about_ca_topic_score_gemma":0.5531262,"domain_scores_codex":[0.9975336,0.0006251999,0.00012535,0.000113552,0.001017345,0.0005849889],"domain_scores_gemma":[0.991163,0.001039533,0.0003958406,0.0002469583,0.001574604,0.005580017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006620556,0.002494436,0.2142363,0.00076762,0.0000715127,0.004692002,0.02294582,0.000677824,0.000884458,0.004140149,0.08789983,0.6605279],"study_design_scores_gemma":[0.0002402358,0.002624063,0.4463877,0.001586935,0.00004764767,0.01188852,0.0716681,0.001255418,0.0007040822,0.002411893,0.4609982,0.0001871239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8273089,0.01310412,0.0005493182,0.02129689,0.0007165126,0.0002730888,0.0005889292,0.00007122338,0.1360911],"genre_scores_gemma":[0.9469787,0.019575,0.00163455,0.002913299,0.0002863822,0.00009534942,0.0005219789,0.00008586429,0.02790885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.272799,"threshold_uncertainty_score":0.5424224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1642808782214299,"score_gpt":0.5733679211892697,"score_spread":0.4090870429678398,"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."}}