{"id":"W3126873366","doi":"10.1097/md.0000000000024489","title":"Construction and validation of a nomogram for patients with skin cancer","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Nomogram; Cancer; MEDLINE; Medical physics; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01011089,0.001190219,0.00130301,0.005589199,0.00118034,0.002415841,0.0009140065,0.001029449,0.002015385],"category_scores_gemma":[0.02904968,0.0003413632,0.001807455,0.002803579,0.0005711722,0.00145178,0.001430471,0.001136753,0.0007369944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103262,"about_ca_system_score_gemma":0.002130626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298816,"about_ca_topic_score_gemma":0.002586126,"domain_scores_codex":[0.995325,0.002564164,0.0004279926,0.0005728835,0.0009072121,0.0002027647],"domain_scores_gemma":[0.9857476,0.007676105,0.001563412,0.001093458,0.003369051,0.0005504579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006804268,0.0003412356,0.7690078,0.0003677386,0.000572325,0.0006156375,0.0003996803,0.06890046,0.0009589065,0.002494145,0.01118214,0.1444794],"study_design_scores_gemma":[0.0001829812,0.0007452781,0.2373887,0.0003595673,0.0008591804,0.001498295,0.0008432833,0.734408,0.00319193,0.004910799,0.01545638,0.000155637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6155445,0.002802052,0.3630648,0.002173429,0.0005838557,0.001427914,0.005513854,0.001936778,0.006952823],"genre_scores_gemma":[0.9327089,0.0004399542,0.06202516,0.0001339311,0.00009750013,0.0006513497,0.003371004,0.00007703515,0.000495079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011089,"threshold_uncertainty_score":0.05347216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00874973561347667,"score_gpt":0.2552790504664957,"score_spread":0.2465293148530191,"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."}}