{"id":"W4406563463","doi":"10.1016/j.abdp.2021.12.003","title":"10.1016/j.abdp.2021.12.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mohs surgery; Basal cell carcinoma; Medicine; Dermatology; Internal medicine; Basal cell","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009264964,0.0001660951,0.0003059349,0.0000694028,0.00007236312,0.000013964,0.0001071024,0.00005758188,0.9984144],"category_scores_gemma":[0.00004386235,0.0001499868,0.00007934107,0.0001816929,0.00005365052,0.00004375357,0.00004872477,0.000128899,0.9943577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009544892,"about_ca_system_score_gemma":0.00004983772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002897989,"about_ca_topic_score_gemma":5.750311e-7,"domain_scores_codex":[0.9989595,0.00002115763,0.0001839529,0.0002799401,0.000241611,0.0003138194],"domain_scores_gemma":[0.999324,0.00004741771,0.00002379435,0.0003901251,0.00003790669,0.0001767165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001944165,0.00004952499,0.000008013419,0.00001293389,0.00006219858,0.00003964423,0.0000363957,0.000003198513,0.00003197006,3.807423e-7,0.5266966,0.4728647],"study_design_scores_gemma":[0.0006584383,0.0003522078,0.00153657,0.00005869288,0.000066554,0.00004231272,0.000003150051,0.00001384702,0.0002399904,0.000004971766,0.9968608,0.0001624784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009121339,0.0004109278,5.534675e-7,0.001443123,0.000003671497,0.0002941036,0.00001201217,0.00007652315,0.996847],"genre_scores_gemma":[0.0005135842,0.000002357891,0.0002915652,0.0001685761,0.0004823059,0.00004400833,0.00001080628,0.00003555756,0.9984512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4727023,"threshold_uncertainty_score":0.6116284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007426127666487173,"score_gpt":0.200308862089304,"score_spread":0.1928827344228169,"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."}}