{"id":"W4406511859","doi":"10.1016/j.yoph.2015.03.014","title":"10.1016/j.yoph.2015.03.014","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":"Medicine; Eyelid; Sebaceous carcinoma; Dermatology; Pathology; Radiology","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":[0.0001006701,0.0001667951,0.0003095663,0.0000688396,0.00006909423,0.00001352015,0.0001146293,0.00005838478,0.9974216],"category_scores_gemma":[0.00004386392,0.0001485066,0.00007372866,0.0001924257,0.00005457958,0.00004585118,0.00005036146,0.0001231848,0.9965461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009284911,"about_ca_system_score_gemma":0.00004578236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003287726,"about_ca_topic_score_gemma":4.043665e-7,"domain_scores_codex":[0.9989599,0.00002076105,0.0001882201,0.0002766297,0.0002441928,0.000310291],"domain_scores_gemma":[0.9992868,0.00004631898,0.00002491221,0.0004025851,0.00005433579,0.0001850625],"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":[0.0002098361,0.00004766266,0.000005862112,0.00001380776,0.00005826963,0.00003211078,0.00003303455,0.000003449125,0.00003136564,3.31798e-7,0.6231653,0.376399],"study_design_scores_gemma":[0.0006731789,0.000370585,0.001387746,0.00005368303,0.000064939,0.000049448,0.000002583356,0.00001755536,0.0002073923,0.000006489332,0.9970041,0.0001622847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001567058,0.0005288496,4.222001e-7,0.001924741,0.000003835167,0.0002881854,0.00001140718,0.0001211335,0.9955544],"genre_scores_gemma":[0.0009033343,0.000001944137,0.0003073546,0.0002084383,0.0004725225,0.0000402658,0.00001042706,0.00003817082,0.9980175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3762367,"threshold_uncertainty_score":0.6055921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007243959330388951,"score_gpt":0.2138128470473581,"score_spread":0.2065688877169691,"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."}}