{"id":"W3128266845","doi":"10.1016/j.abdp.2020.05.019","title":"10.1016/j.abdp.2020.05.019","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; Surgery; Nuclear 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":[0.00008556438,0.000166269,0.0003059375,0.00005181832,0.00006755179,0.00001367028,0.0001137047,0.00005621729,0.9973424],"category_scores_gemma":[0.00003931343,0.0001499468,0.00008015416,0.0002280968,0.00005064517,0.00004346421,0.00005295619,0.0001310532,0.9943678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007573051,"about_ca_system_score_gemma":0.00004850197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002321054,"about_ca_topic_score_gemma":3.740504e-7,"domain_scores_codex":[0.9989973,0.00001906109,0.0001847384,0.0002822259,0.0002081825,0.0003084586],"domain_scores_gemma":[0.9993268,0.00004700389,0.00002412709,0.0003799184,0.00004683676,0.0001752609],"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":[0.0002031688,0.00004495735,0.000005060514,0.00001504039,0.00006021858,0.00006428432,0.0000327561,0.000003610072,0.00004209362,2.850776e-7,0.6435006,0.356028],"study_design_scores_gemma":[0.0006790347,0.0003869317,0.001026066,0.00005677003,0.00006613217,0.0001074829,0.00000291981,0.00001667525,0.0001997645,0.000004154405,0.9972916,0.0001624506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001657016,0.0004507379,3.912712e-7,0.00204049,0.000004103419,0.0003034354,0.00001733422,0.000122346,0.9954041],"genre_scores_gemma":[0.0006663961,0.000002199069,0.0002532997,0.0002481606,0.0004673874,0.00004014663,0.00001427815,0.00003803383,0.9982701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3558655,"threshold_uncertainty_score":0.6114655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006292240649662191,"score_gpt":0.2024590328521884,"score_spread":0.1961667922025262,"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."}}