{"id":"W3212482593","doi":"10.1016/j.bjorlp.2021.09.009","title":"10.1016/j.bjorlp.2021.09.009","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":[0.00009309263,0.00017217,0.0003178052,0.00007941349,0.00007475191,0.00001500499,0.0001143718,0.0000579362,0.9982477],"category_scores_gemma":[0.00004237001,0.0001555195,0.00008058107,0.0002431241,0.00005389371,0.00004600576,0.00005064093,0.0001335313,0.9953946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009759559,"about_ca_system_score_gemma":0.00005102509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002858355,"about_ca_topic_score_gemma":3.629969e-7,"domain_scores_codex":[0.998925,0.0000208606,0.0001920711,0.0002896904,0.0002497801,0.0003226174],"domain_scores_gemma":[0.9992909,0.0000485868,0.00002492287,0.0004001719,0.00005254489,0.0001829091],"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":[0.0001926827,0.00005311029,0.000005605242,0.00001200972,0.00005916305,0.00004051114,0.00003116719,0.00000448854,0.00003513116,4.716888e-7,0.4714127,0.5281529],"study_design_scores_gemma":[0.0007051395,0.000365124,0.001197336,0.00006184357,0.00006755799,0.00004234628,0.00000289866,0.00001623335,0.0002635218,0.000005794062,0.9971038,0.00016847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001327286,0.000477904,4.93177e-7,0.001839834,0.000003589295,0.0002977263,0.0000128607,0.00008362003,0.9959567],"genre_scores_gemma":[0.0005576985,0.000002380384,0.0002627242,0.0001599814,0.0005348274,0.00002518822,0.00001215108,0.00003596887,0.9984091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5279844,"threshold_uncertainty_score":0.6341901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006881030280064152,"score_gpt":0.2036622688230651,"score_spread":0.196781238543001,"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."}}