{"id":"W3165070805","doi":"10.1016/j.abdp.2020.06.017","title":"10.1016/j.abdp.2020.06.017","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":[0.00008754787,0.0001657988,0.000304075,0.00005033609,0.00007799215,0.00001489747,0.0001201922,0.00005593227,0.997133],"category_scores_gemma":[0.00004289916,0.0001499184,0.00008020146,0.0002005219,0.00005538894,0.0000446533,0.00005427406,0.0001323444,0.9955234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009351019,"about_ca_system_score_gemma":0.00004793407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001834731,"about_ca_topic_score_gemma":3.162306e-7,"domain_scores_codex":[0.9990063,0.00001877765,0.0001812811,0.0002809975,0.0002054437,0.0003072165],"domain_scores_gemma":[0.9993108,0.00004434011,0.00002547167,0.0003922752,0.00004625647,0.0001808427],"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":[0.0001658175,0.00004755214,0.000007614929,0.00001564344,0.00006563361,0.00006200255,0.00003618754,0.000003311738,0.00004728863,2.569328e-7,0.684751,0.3147977],"study_design_scores_gemma":[0.0006612533,0.0002978312,0.001235867,0.00005702389,0.00006987127,0.00008580204,0.000002741027,0.00001767535,0.0001770509,0.000004241464,0.9972282,0.0001624219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001655281,0.0004863174,3.5069e-7,0.001840785,0.000002718808,0.0002923429,0.0000167746,0.0001199713,0.9955854],"genre_scores_gemma":[0.0008458236,0.000002434159,0.0002421155,0.0001956235,0.0004960137,0.00004299214,0.00001661004,0.00003702801,0.9981214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3146352,"threshold_uncertainty_score":0.6113493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006777401189485785,"score_gpt":0.2055817205664791,"score_spread":0.1988043193769933,"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."}}