{"id":"W2468715978","doi":"10.1177/1203475416658289","title":"How Mohs Surgery Transformed Into a First-Line Treatment of Skin Cancer","year":2016,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Guenther Dermatology Research Centre; Western University","funders":"","keywords":"Medicine; Mohs surgery; Skin cancer; Discontinuation; Dermatology; Dermatologic surgery; Surgery; Basal cell carcinoma; General surgery; Cancer; Pathology; Basal cell; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003927132,0.0002777984,0.001843792,0.0005045304,0.00006796289,0.000006281934,0.00005056442,0.00009913939,0.0001814991],"category_scores_gemma":[0.0005095246,0.0001368346,0.0004023586,0.0002231863,0.0003552249,0.0001130394,0.000009097729,0.00009740724,8.649438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487963,"about_ca_system_score_gemma":0.0004275262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002018743,"about_ca_topic_score_gemma":0.0002333775,"domain_scores_codex":[0.9979048,0.00005105965,0.0009632597,0.0001917818,0.0005759024,0.0003131725],"domain_scores_gemma":[0.9954763,0.003066966,0.0006146725,0.0001946893,0.0003520936,0.0002952572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003659099,0.0004550121,0.3035067,0.0007581712,0.001709976,0.005423933,0.003405741,0.000001434669,0.004617472,0.000009536019,0.03123803,0.6452149],"study_design_scores_gemma":[0.01552796,0.013166,0.08422243,0.02267774,0.004635613,0.0518089,0.00340032,0.00002233216,0.04872414,0.001091718,0.7534943,0.001228505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922596,0.02739608,0.0002358398,0.07889617,0.000824725,0.0001832875,0.000009843043,0.00001046821,0.0001840169],"genre_scores_gemma":[0.873955,0.123526,0.0000751807,0.0002939405,0.00131712,0.00001054413,0.000001456875,0.00002782766,0.0007929214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7222563,"threshold_uncertainty_score":0.5579953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028792045014654,"score_gpt":0.2928955585838709,"score_spread":0.2526076381337243,"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."}}