{"id":"W2004801835","doi":"10.1002/cncr.11272","title":"Surgical margins in cutaneous melanoma (2 cm <i>versus</i> 5 cm for lesions measuring less than 2.1‐mm thick)","year":2003,"lang":"en","type":"article","venue":"Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Melanoma; Acral lentiginous melanoma; Surgery; Randomization; Margin (machine learning); Statistical significance; Randomized controlled trial; Surgical margin; Internal medicine; Resection","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":[0.0001931775,0.000195594,0.0003357443,0.0001482683,0.0001147503,0.00002387147,0.00009527448,0.000126083,0.0004920991],"category_scores_gemma":[0.00009776394,0.0001789671,0.0001482097,0.0002308304,0.00004919173,0.00003757953,0.00003257671,0.0002317132,0.0000357969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134105,"about_ca_system_score_gemma":0.0001565311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002268683,"about_ca_topic_score_gemma":0.001803912,"domain_scores_codex":[0.998621,0.0000528559,0.000268714,0.0003796809,0.0002593195,0.0004184719],"domain_scores_gemma":[0.9992216,0.0001421662,0.00006258117,0.0003185777,0.00007278061,0.0001823178],"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":[0.04519717,0.005717915,0.1160619,0.005358838,0.003785297,0.03387974,0.01021107,0.007281982,0.04255047,0.1081738,0.161965,0.4598168],"study_design_scores_gemma":[0.006308,0.0003922763,0.001165283,0.0002062746,0.000164792,0.0008617942,0.0009745507,0.0003164345,0.006350109,0.0001379415,0.9827636,0.0003589545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127505,0.00170823,0.0005955778,0.002640287,0.002929868,0.001621729,0.0000376603,0.000190146,0.07752603],"genre_scores_gemma":[0.9858776,0.0005392195,0.0002648148,0.0004056836,0.0002708672,0.0002185245,0.000009456733,0.00004517094,0.01236866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8207986,"threshold_uncertainty_score":0.7298065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05413826268839799,"score_gpt":0.2943346808116854,"score_spread":0.2401964181232874,"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."}}