{"id":"W2982264513","doi":"10.1177/2292550319880918","title":"Regional Wait Times for Patients With Nonmelanoma Skin Cancer in Southwestern Ontario","year":2019,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; Western University","funders":"","keywords":"Medicine; Cohort; Referral; Skin cancer; Retrospective cohort study; Cancer; Cohort study; Surgery; Emergency medicine; Family medicine; Internal medicine","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":[0.0002265458,0.0001185888,0.000137054,0.0003874333,0.001375165,0.0004971116,0.0004720564,0.0001864365,0.002419011],"category_scores_gemma":[0.001088746,0.0001223945,0.000212096,0.0009718603,0.0003548923,0.0002373753,0.0003932624,0.0002892422,0.0001210479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009482533,"about_ca_system_score_gemma":0.008927059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8006426,"about_ca_topic_score_gemma":0.9167227,"domain_scores_codex":[0.9996418,0.00002273207,0.00003077004,0.0000535718,0.00009007304,0.0001610887],"domain_scores_gemma":[0.9983097,0.0001102262,0.0008947513,0.0000241426,0.0002390232,0.0004221994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004732185,0.00001623462,0.9954802,0.00002607847,0.000009555482,0.0002609771,0.0009496069,0.00004564163,0.0001682705,0.00003098156,0.0006663611,0.002298841],"study_design_scores_gemma":[0.000004093236,0.00004289284,0.9965603,0.00002648228,0.00001089163,0.0002772846,0.002154482,0.0001157668,0.00005247327,0.00001286919,0.0007379181,0.000004605512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978828,0.0004029177,0.00003173562,0.0002442145,0.00000620898,0.00001187568,0.0004934411,0.000005787781,0.000921012],"genre_scores_gemma":[0.9993068,0.0001521607,0.00004301163,0.00006373229,0.000004505355,0.000006517086,0.0002168009,0.000001714946,0.0002047486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993574,"threshold_uncertainty_score":0.4010628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521449002284972,"score_gpt":0.2288258235971882,"score_spread":0.2136113335743385,"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."}}