{"id":"W4406571942","doi":"10.1016/j.abdp.2023.03.002","title":"10.1016/j.abdp.2023.03.002","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":"Dermatology; Medicine; Melanoma; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006208405,0.0009665167,0.0004492901,0.00190473,0.0007885428,0.001284584,0.0009091652,0.002751253,0.9337005],"category_scores_gemma":[0.001207692,0.0004838392,0.0006265279,0.0009803216,0.0005846217,0.001398311,0.001008227,0.0008749994,0.9128671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005768421,"about_ca_system_score_gemma":0.0007485129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004476476,"about_ca_topic_score_gemma":0.003925552,"domain_scores_codex":[0.9997506,0.00002964074,0.00002753908,0.00004698363,0.00006834943,0.00007700727],"domain_scores_gemma":[0.9991046,0.000233258,0.00009127503,0.00005187137,0.0001544153,0.0003646825],"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":[0.0004286921,0.0002578353,0.007704362,0.0004723445,0.00003942679,0.0003642474,0.00005449855,0.0002586209,0.0004739716,0.002122003,0.3735766,0.6142474],"study_design_scores_gemma":[0.000211823,0.0002164463,0.01644087,0.001086431,0.0000553069,0.003221816,0.0002304395,0.0004120993,0.0005881455,0.002365998,0.9751331,0.00003747202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00383635,0.003421713,0.0006179928,0.003665793,0.0009498722,0.00009255878,0.006568034,0.0008367114,0.980011],"genre_scores_gemma":[0.008628553,0.001550518,0.001191603,0.001340326,0.0003793821,0.00006974283,0.003264131,0.0001229934,0.9834529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0662995,"threshold_uncertainty_score":0.09456819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008260836527631387,"score_gpt":0.2056359676726863,"score_spread":0.1973751311450549,"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."}}