{"id":"W2192579701","doi":"10.1177/229255031402200301","title":"A reliable frozen section technique for basal cell carcinomas of the head and neck","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Dalhousie University","funders":"","keywords":"Medicine; Frozen section procedure; Cryotherapy; Head and neck; Surgery; Mohs surgery; Basal cell carcinoma; Nuclear medicine; Basal cell; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009280789,0.0003552613,0.0002350538,0.0009915342,0.0003124332,0.0002246611,0.0003670648,0.0003202232,0.001845663],"category_scores_gemma":[0.001647361,0.0002087523,0.0003359304,0.0002955877,0.0004135916,0.0003760805,0.0002676155,0.0003662629,0.0006240375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009873607,"about_ca_system_score_gemma":0.000236929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303944,"about_ca_topic_score_gemma":0.001095219,"domain_scores_codex":[0.9996901,0.0000968844,0.00004381823,0.00005421408,0.00009219698,0.00002281713],"domain_scores_gemma":[0.9990104,0.0004612074,0.0001919456,0.0001668672,0.0001333242,0.0000361208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00252138,0.0006466852,0.3271229,0.0006724895,0.0002504032,0.01596202,0.001089071,0.001187646,0.3080559,0.0005019441,0.002271398,0.3397181],"study_design_scores_gemma":[0.0002870603,0.009529022,0.5107554,0.0002138945,0.0006679759,0.1981997,0.001228782,0.003827736,0.2552137,0.0007183079,0.01919496,0.0001635287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525974,0.005554333,0.03617174,0.0001697871,0.0001532384,0.0003475349,0.0002664602,0.0001789091,0.004560588],"genre_scores_gemma":[0.9664263,0.001765689,0.02991361,0.00008782257,0.00007830202,0.0001099206,0.0002121994,0.00002776282,0.001378317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001845663,"threshold_uncertainty_score":0.006174326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751285642705056,"score_gpt":0.2341058940137185,"score_spread":0.216593037586668,"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."}}