{"id":"W4406429369","doi":"10.1016/j.abdp.2023.04.007","title":"10.1016/j.abdp.2023.04.007","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","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":[0.00009971183,0.0001657286,0.0003028238,0.00007631523,0.00007050364,0.00001299815,0.0001157366,0.00005981384,0.9977885],"category_scores_gemma":[0.00004480981,0.0001499596,0.00007984739,0.0002398564,0.00005484977,0.0000442454,0.00005328545,0.0001332472,0.995545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009613643,"about_ca_system_score_gemma":0.00004676019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004518662,"about_ca_topic_score_gemma":5.282436e-7,"domain_scores_codex":[0.9989458,0.00001863192,0.00018776,0.0002777677,0.0002478598,0.0003222149],"domain_scores_gemma":[0.9993113,0.00005193945,0.00002421277,0.0003861001,0.00004921652,0.0001771743],"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":[0.0002145017,0.00004839935,0.000007713066,0.00001598013,0.00006398482,0.00004128088,0.0000274568,0.000003380916,0.00003043939,4.363695e-7,0.6030574,0.396489],"study_design_scores_gemma":[0.0006381004,0.000354091,0.002276822,0.00005981949,0.00006409462,0.00004726647,0.000003134115,0.00001493783,0.0002033746,0.000005018864,0.9961709,0.0001624807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001527557,0.0005096769,5.011438e-7,0.001428958,0.000003790065,0.000295622,0.00001426987,0.0001165217,0.9961031],"genre_scores_gemma":[0.0005407323,0.000001871291,0.0002720086,0.0002025189,0.0004378736,0.00004167345,0.00001108112,0.00003577802,0.9984565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3963265,"threshold_uncertainty_score":0.6115175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008122133721169012,"score_gpt":0.2087627864627639,"score_spread":0.2006406527415948,"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."}}