{"id":"W1182310132","doi":"10.3747/co.22.2467","title":"Unusual Presentation of Metastatic Sebaceous Crcinoma and Its Response to Chemotherapy: Is Genotyping a Right Answer for Guiding Chemotherapy in Rare Tumours?","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chemotherapy; Presentation (obstetrics); Genotyping; Oncology; Dermatology; Internal medicine; Surgery; Genotype; Genetics; Biology; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000655583,0.0001781763,0.0005751448,0.0002718552,0.00003821185,0.000007070118,0.00008233531,0.00006482407,0.00003442713],"category_scores_gemma":[0.0003567399,0.0001616429,0.00005541678,0.0002566284,0.00006069596,0.00006662461,0.00004624685,0.00008894296,0.000004118829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003944653,"about_ca_system_score_gemma":0.0003182416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001232789,"about_ca_topic_score_gemma":0.00002840654,"domain_scores_codex":[0.9986522,0.00014926,0.0003906848,0.0003394143,0.0001772904,0.0002911809],"domain_scores_gemma":[0.9989433,0.0003445902,0.0001598072,0.0001578182,0.0002498464,0.0001446191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0935114,0.002978658,0.3818803,0.002426259,0.0009417406,0.0002275262,0.1545504,0.00006300364,0.06069541,0.0003757832,0.07140104,0.2309485],"study_design_scores_gemma":[0.05127503,0.01049231,0.4702326,0.0009262985,0.0004485047,0.0003494931,0.00642022,0.003219489,0.1361002,0.001008847,0.3186592,0.000867913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830819,0.006936687,0.000743192,0.007095088,0.0004749516,0.00147935,0.00002718678,0.00001764031,0.0001439912],"genre_scores_gemma":[0.9956709,0.0002088411,0.002852976,0.0006336428,0.0001846217,0.0002120307,0.00001103457,0.00003426432,0.0001917006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2472581,"threshold_uncertainty_score":0.6591606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1710606227326267,"score_gpt":0.4375091403943365,"score_spread":0.2664485176617098,"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."}}