{"id":"W3042704706","doi":"10.1002/jso.26121","title":"Lesional therapies for in‐transit melanoma","year":2020,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Imiquimod; Common Terminology Criteria for Adverse Events; Melanoma; Internal medicine; Dermatology; Surgery; Retrospective cohort study; Toxicity; Adverse effect; Oncology","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":[0.000310766,0.0001171973,0.000167786,0.0003265478,0.0001417456,0.0002540048,0.0001467466,0.0001407143,0.001470482],"category_scores_gemma":[0.0008149943,0.00003417857,0.0002093044,0.0003168883,0.0001345481,0.0001522463,0.0001400405,0.0002226317,0.0002347854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296814,"about_ca_system_score_gemma":0.0002270023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908449,"about_ca_topic_score_gemma":0.0007242461,"domain_scores_codex":[0.9998918,0.00003130728,0.00001954276,0.00001245156,0.00002671872,0.0000181848],"domain_scores_gemma":[0.9991531,0.0001822908,0.0005414769,0.00002368254,0.0000480206,0.00005143297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002440944,0.0006354093,0.6268467,0.003915817,0.0003580832,0.005846336,0.0005028227,0.0008200792,0.02238593,0.0003633077,0.002562722,0.3333219],"study_design_scores_gemma":[0.0004370683,0.01297183,0.8179097,0.001621312,0.0009098586,0.1002958,0.0007987376,0.0009776916,0.02215727,0.0004107828,0.04148704,0.00002278936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947677,0.04548705,0.0007808974,0.0003799261,0.00003589861,0.0001185207,0.0002880934,0.00003177685,0.005200857],"genre_scores_gemma":[0.9899908,0.008665796,0.0004355772,0.0001823059,0.00007105619,0.00003351752,0.0001977146,0.000004268823,0.0004190042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001470482,"threshold_uncertainty_score":0.004919231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130980748852692,"score_gpt":0.3160159068466894,"score_spread":0.2747060993581625,"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."}}