{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656632,0.0002203869,0.001376412,0.0008157856,0.00005997355,0.000007703959,0.00005018002,0.0001079197,0.0002068833],"category_scores_gemma":[0.0007237095,0.0001551711,0.0003176901,0.0002478933,0.0001852785,0.0001359142,0.00001758051,0.0003407022,0.000002052542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584238,"about_ca_system_score_gemma":0.000372332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008315463,"about_ca_topic_score_gemma":0.001348003,"domain_scores_codex":[0.9978822,0.00005267725,0.001051082,0.0001428305,0.0003802991,0.0004908739],"domain_scores_gemma":[0.9956953,0.003184017,0.0004571073,0.0001493524,0.0001979494,0.0003163032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005552429,0.0001807173,0.8599341,0.0001853174,0.0002293178,0.0009045196,0.001256841,2.847446e-7,0.0002069551,0.0000209579,0.129366,0.007159772],"study_design_scores_gemma":[0.00185661,0.000900341,0.5025469,0.002581913,0.0006696433,0.03905333,0.001168946,0.000006229211,0.0003823757,0.0003229602,0.4501244,0.0003863622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669825,0.02541113,0.00002442812,0.005009666,0.001305116,0.0001925817,0.000002009097,0.000008585164,0.001063959],"genre_scores_gemma":[0.9927734,0.002971167,0.0003258525,0.001376378,0.001620104,0.000007969214,0.00000498942,0.00003007035,0.0008900674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3573872,"threshold_uncertainty_score":0.6327695,"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."}}