{"id":"W164398188","doi":"10.1177/120347541201600606","title":"Wait Times for Mohs Micrographic Surgery in Ottawa, Ontario","year":2012,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Referral; Mohs surgery; Skin cancer; Specialty; Christian ministry; Surgery; General surgery; Cancer; Medical record; Family 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":[0.0003502153,0.000156405,0.0001581439,0.0007981201,0.002140223,0.0009207351,0.0009598553,0.0003116763,0.004423098],"category_scores_gemma":[0.002556064,0.0002487698,0.0003359375,0.001641502,0.0006279605,0.0003358928,0.0007361447,0.0005329918,0.0003180232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02964282,"about_ca_system_score_gemma":0.02620349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9608749,"about_ca_topic_score_gemma":0.9856523,"domain_scores_codex":[0.9990541,0.00004601948,0.0001200657,0.0001196498,0.0003363643,0.0003238751],"domain_scores_gemma":[0.9943281,0.0004568701,0.002588141,0.0001099462,0.001041294,0.001475663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001830012,0.0000459217,0.9761667,0.0002206317,0.00004908445,0.0006623457,0.002955989,0.0002565605,0.0007855786,0.0001812117,0.005045081,0.01344802],"study_design_scores_gemma":[0.000007121045,0.00005618957,0.9942309,0.00006160121,0.00001677424,0.0002278081,0.001917039,0.0001517425,0.0001244927,0.00002420092,0.003168421,0.00001375162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865707,0.002506305,0.0001665623,0.001805829,0.00004582434,0.00005613942,0.00446216,0.00003694199,0.004349501],"genre_scores_gemma":[0.9953609,0.0009417871,0.0002358101,0.0002507968,0.00002032809,0.00002606172,0.001126938,0.00001207392,0.002025315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03912508,"threshold_uncertainty_score":0.2150747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437612523698297,"score_gpt":0.2775227658739022,"score_spread":0.2431466406369192,"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."}}