{"id":"W3134128678","doi":"10.1016/j.abdp.2020.09.008","title":"10.1016/j.abdp.2020.09.008","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":[0.0000918431,0.0001671972,0.0003073981,0.00005184873,0.00007481369,0.00001319302,0.0001140456,0.00005729294,0.9975271],"category_scores_gemma":[0.00004108347,0.000150878,0.00008062861,0.0002278219,0.00005584493,0.00004366735,0.00005314847,0.0001324859,0.9949666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009517191,"about_ca_system_score_gemma":0.00004970839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000227234,"about_ca_topic_score_gemma":3.928846e-7,"domain_scores_codex":[0.9989883,0.00002125982,0.0001866524,0.0002824016,0.0002111,0.0003103089],"domain_scores_gemma":[0.9993209,0.00004619755,0.00002424491,0.0003784403,0.00004806034,0.0001821264],"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":[0.000192099,0.00004495512,0.000004892267,0.00001397627,0.00005851277,0.00005794962,0.00003642527,0.00000294534,0.00004180866,2.581541e-7,0.5589052,0.440641],"study_design_scores_gemma":[0.0006566194,0.0003552021,0.001036081,0.00005473286,0.00006340678,0.00009619652,0.000002754331,0.00001300833,0.0002740713,0.000004091436,0.9972806,0.00016323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001250012,0.0005278325,5.289764e-7,0.001880303,0.000003508611,0.0002954041,0.00001691273,0.0001214259,0.9959041],"genre_scores_gemma":[0.0006085076,0.000002571231,0.0002539143,0.0001806639,0.0004892749,0.00004287294,0.00001331358,0.00003729383,0.9983716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4404778,"threshold_uncertainty_score":0.6152626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006530083669609684,"score_gpt":0.2016702201539315,"score_spread":0.1951401364843218,"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."}}