{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129556,0.0001667168,0.0004286052,0.0001297762,0.00008996524,0.0001620118,0.0001633819,0.0002670988,0.002204712],"category_scores_gemma":[0.001241268,0.0001185512,0.0005243656,0.00008940823,0.0002545461,0.0001796554,0.0001528182,0.0003567539,0.0001501012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002309727,"about_ca_system_score_gemma":0.0002821121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219207,"about_ca_topic_score_gemma":0.0003786515,"domain_scores_codex":[0.999624,0.0001831109,0.00003793833,0.0000677013,0.00004602803,0.00004130564],"domain_scores_gemma":[0.9989832,0.0004533385,0.000313624,0.00003977388,0.00002874992,0.0001813057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4913555,0.01223261,0.1830295,0.002479533,0.001638499,0.0007837447,0.0002421324,0.003555025,0.04695456,0.0003793496,0.001019947,0.2563295],"study_design_scores_gemma":[0.03893649,0.6313387,0.3096874,0.0002304637,0.001427331,0.001682983,0.0001558815,0.001405103,0.01166231,0.0003635009,0.003087104,0.00002271053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983506,0.001237581,0.00009610936,0.00002423695,0.00002331865,0.00006504393,0.00002023932,0.000002704948,0.0001800561],"genre_scores_gemma":[0.9988927,0.0004518929,0.0002130465,0.00006488175,0.00004170187,0.00009383798,0.00005029189,9.621474e-7,0.0001907606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002204712,"threshold_uncertainty_score":0.007375538,"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."}}