{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009159429,0.0002054966,0.0005164003,0.0001709507,0.0000317634,0.00001093388,0.00005314991,0.00006815882,0.0008710649],"category_scores_gemma":[0.0001423764,0.0001602921,0.00009455652,0.0001250814,0.00005052582,0.00007258483,0.00003105854,0.000130375,0.0000952281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390649,"about_ca_system_score_gemma":0.0004414632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578807,"about_ca_topic_score_gemma":0.02390043,"domain_scores_codex":[0.9986694,0.0000134949,0.0002766379,0.0003608381,0.0003085299,0.0003710338],"domain_scores_gemma":[0.9961259,0.003391433,0.0001115737,0.0002013525,0.00008765439,0.00008207772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00134282,0.0001586801,0.9942868,0.0001066065,0.0001325153,0.00001526637,0.0003930202,0.0000237301,0.000003029181,0.000008922008,0.002668351,0.0008602583],"study_design_scores_gemma":[0.002171432,0.0001838767,0.9891685,0.0004940421,0.00006086385,0.000005443792,0.00004087833,0.00004059498,0.00001922065,0.000007952967,0.007606122,0.0002010337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974297,0.0001172427,0.00002330698,0.0001064048,0.001442535,0.0004446248,0.00004999507,0.000019076,0.0003671186],"genre_scores_gemma":[0.9976449,0.000009817774,0.0001154754,0.0001010417,0.0001621911,0.0002037548,0.00006844199,0.0000389902,0.001655364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032162,"threshold_uncertainty_score":0.9939108,"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."}}