{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002334532,0.00006507503,0.0003743815,0.00008927091,0.00001817013,0.000004540245,0.00005293079,0.00008150663,0.0004289527],"category_scores_gemma":[0.00003163708,0.00004638074,0.0001733428,0.00009424329,0.00003335577,0.00002856847,0.00001132587,0.0002028426,0.00001027606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007804402,"about_ca_system_score_gemma":0.0001064505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001383416,"about_ca_topic_score_gemma":0.000004215364,"domain_scores_codex":[0.9992373,0.0000426086,0.0003745858,0.00008095986,0.000145879,0.0001186793],"domain_scores_gemma":[0.9994042,0.0002002195,0.0001244107,0.0000350197,0.00008427456,0.0001518816],"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":[0.06293911,0.002999238,0.009359946,0.0004616062,0.001251712,0.04801781,0.004076941,0.0003675885,0.03725957,0.01012144,0.05421599,0.7689291],"study_design_scores_gemma":[0.004839937,0.004686229,0.001824653,0.00001942668,0.0000534186,0.003273665,0.0002563767,0.0001361269,0.000281512,0.0001773056,0.984403,0.00004833081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7431701,0.001336622,0.003378582,0.2328914,0.0008243863,0.0005268824,0.000003818407,0.00002572171,0.01784247],"genre_scores_gemma":[0.9940391,0.0004827431,0.001890372,0.002643316,0.0006285355,0.000003776626,0.000001061711,0.000008412086,0.0003026987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.930187,"threshold_uncertainty_score":0.4696731,"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."}}