{"id":"W275547406","doi":"10.1177/229255031101900106","title":"Obtaining High Cure Rates for Challenging Facial Malignancies: A New Method for Producing Rapid, Accurate, High-Quality Frozen Sections","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Head and neck; Frozen section procedure; Basal cell carcinoma; Mohs surgery; Nuclear medicine; Surgery; Basal cell; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001263242,0.0002753193,0.0002703768,0.0009107657,0.0002261517,0.0003927325,0.0004834575,0.0003156797,0.001939607],"category_scores_gemma":[0.001597652,0.0003804476,0.000359324,0.0002063739,0.0003918521,0.0007519481,0.0005027446,0.0005104516,0.0005316034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615853,"about_ca_system_score_gemma":0.000317124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002899883,"about_ca_topic_score_gemma":0.0008594401,"domain_scores_codex":[0.9995321,0.00007289906,0.00004203419,0.0001125515,0.0002095505,0.00003075463],"domain_scores_gemma":[0.9992031,0.00023399,0.0001657875,0.0001652499,0.0001869067,0.00004490816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006693572,0.0002041169,0.02442185,0.0003629295,0.0001032807,0.0004362017,0.0002295881,0.001178056,0.7535917,0.0003230613,0.001784384,0.2166954],"study_design_scores_gemma":[0.000510723,0.004278249,0.1285075,0.0001504763,0.0005130318,0.01653056,0.0001784815,0.02574706,0.7872036,0.0003775853,0.03583625,0.0001665208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7870034,0.006192483,0.2000123,0.0005983355,0.0004149939,0.0007085259,0.0003324652,0.001235424,0.003502158],"genre_scores_gemma":[0.615576,0.001813886,0.3791409,0.0002819571,0.0002068425,0.0003071383,0.0004464813,0.0001504847,0.00207627],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001939607,"threshold_uncertainty_score":0.006680787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203220730541844,"score_gpt":0.3444562769814586,"score_spread":0.2241342039272743,"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."}}