{"id":"W188716154","doi":"10.1177/000313480407001102","title":"Underuse of Wide Excision for Primary Cutaneous Melanoma in the United States","year":2004,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Confidence interval; Melanoma; Odds ratio; Surgery; 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":[0.0003254371,0.0001091762,0.0002681644,0.0001762828,0.00005921438,0.00001000125,0.0001379744,0.00001658995,0.0000150102],"category_scores_gemma":[0.00009702029,0.00006137311,0.00008953721,0.0005779536,0.0001902593,0.00001492196,0.00003157762,0.0001066042,0.000008427261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009879992,"about_ca_system_score_gemma":0.00004394786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837828,"about_ca_topic_score_gemma":0.0002036485,"domain_scores_codex":[0.9991049,0.00008147761,0.0002441963,0.0001426679,0.0002294359,0.00019733],"domain_scores_gemma":[0.9987324,0.0006411542,0.0001657942,0.000376949,0.00004719533,0.0000364663],"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":[0.04839722,0.006742605,0.07173205,0.001609269,0.001876903,0.004964707,0.04248687,0.0367655,0.0537827,0.01274486,0.03047835,0.688419],"study_design_scores_gemma":[0.01256037,0.0147848,0.3081175,0.0007646354,0.001084687,0.005708816,0.0606246,0.002338401,0.01412917,0.01857598,0.5599518,0.001359191],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915686,0.00004430573,0.001512788,0.005271333,0.00006414476,0.0006604515,0.000006658247,0.00003761836,0.000834058],"genre_scores_gemma":[0.9945922,0.000246322,0.0002295976,0.004554499,0.00002924941,0.00002951043,0.00004177418,0.00001762914,0.0002592436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6870598,"threshold_uncertainty_score":0.4289966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634467526252149,"score_gpt":0.2640480655516271,"score_spread":0.2477033902891057,"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."}}