{"id":"W4411659849","doi":"10.51847/1laj9prmrs826","title":"10.51847/1laj9prmrs826","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":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Sebaceous gland; Sebaceous carcinoma; Carcinoma; Pathology","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":[0.0000677395,0.0001260529,0.0002381843,0.00005749533,0.00005603068,0.000009785174,0.00008292787,0.00004219665,0.9937973],"category_scores_gemma":[0.00002865892,0.000112716,0.00005865384,0.000180733,0.00003998321,0.00003362653,0.00003463825,0.00008408838,0.9846836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000683884,"about_ca_system_score_gemma":0.00003431478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001922088,"about_ca_topic_score_gemma":1.677012e-7,"domain_scores_codex":[0.99919,0.00001320352,0.0001410872,0.0002160914,0.0001899925,0.0002495698],"domain_scores_gemma":[0.9994557,0.00003219548,0.00001594625,0.0003101851,0.00003768842,0.0001482626],"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":[0.0002100559,0.00004684254,0.00001781269,0.00001213569,0.00005122627,0.00003634119,0.0000298759,0.000003049205,0.00004961091,5.88703e-7,0.1421177,0.8574247],"study_design_scores_gemma":[0.0005374055,0.0002951137,0.003390315,0.00003871803,0.00004583694,0.00004254669,0.000001698514,0.00001512044,0.00009671056,0.000001588917,0.9954123,0.0001226847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004822048,0.0003679611,3.840105e-7,0.001418179,0.000004224682,0.0002375407,0.000007550142,0.0001030801,0.993039],"genre_scores_gemma":[0.00207676,0.000002177322,0.0003038768,0.0003226813,0.0002913593,0.0000329901,0.00000709922,0.00002738812,0.9969357],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.857302,"threshold_uncertainty_score":0.4596425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008276762822501213,"score_gpt":0.2139434926490185,"score_spread":0.2056667298265173,"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."}}