{"id":"W4406429361","doi":"10.1016/j.abdp.2023.02.018","title":"10.1016/j.abdp.2023.02.018","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; Geography","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":[0.00009338042,0.0001659503,0.0003032788,0.00007474383,0.00007305267,0.0000138192,0.0001142939,0.00005854962,0.9978949],"category_scores_gemma":[0.00004239726,0.0001499728,0.00007936681,0.000240108,0.00005748538,0.00004334433,0.00005327718,0.00012667,0.9957811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009683984,"about_ca_system_score_gemma":0.00004747786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003747235,"about_ca_topic_score_gemma":5.402734e-7,"domain_scores_codex":[0.9989539,0.00001936315,0.0001861704,0.000279745,0.0002432307,0.0003175579],"domain_scores_gemma":[0.9993181,0.00004788811,0.00002407334,0.0003833136,0.0000499403,0.0001767039],"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":[0.0002208795,0.00005174645,0.000007649661,0.00001634107,0.00006668972,0.00003818489,0.00003133019,0.000003238634,0.00003004733,4.095369e-7,0.6523018,0.3472317],"study_design_scores_gemma":[0.0006400086,0.0004073839,0.0021043,0.00006102489,0.00006612528,0.00004684121,0.000003024507,0.00001631698,0.000185684,0.000005940842,0.996301,0.000162345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001890272,0.0004448995,3.785155e-7,0.001523812,0.000003841272,0.0002932808,0.00001501668,0.0001128367,0.9957157],"genre_scores_gemma":[0.0006784407,0.000001835964,0.0002548537,0.000205247,0.0004473284,0.00004494292,0.00001126677,0.0000361216,0.99832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3470693,"threshold_uncertainty_score":0.6115714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007492266534723849,"score_gpt":0.2043869505727192,"score_spread":0.1968946840379954,"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."}}