{"id":"W4406563376","doi":"10.1016/j.abdp.2022.12.020","title":"10.1016/j.abdp.2022.12.020","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":[0.00008832193,0.0001648426,0.000302212,0.0000699146,0.0000743758,0.0000128905,0.0001141353,0.00005650581,0.99864],"category_scores_gemma":[0.00004063564,0.0001493424,0.00007958341,0.0001822417,0.00005267124,0.00003928289,0.00005404259,0.0001385032,0.9947525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009815038,"about_ca_system_score_gemma":0.0000577688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003091641,"about_ca_topic_score_gemma":7.055721e-7,"domain_scores_codex":[0.9989534,0.00001957113,0.0001829697,0.0002808046,0.0002559034,0.0003073431],"domain_scores_gemma":[0.9993362,0.00004565476,0.00002424358,0.0003745772,0.00003912288,0.0001801854],"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":[0.000246498,0.00004954559,0.000009571159,0.00001816611,0.000063557,0.00004148502,0.00003665847,0.000003152371,0.00004453777,4.485308e-7,0.606616,0.3928704],"study_design_scores_gemma":[0.0006719186,0.0003958584,0.001330704,0.00004756541,0.00006963087,0.00004757156,0.000002760354,0.00001657826,0.0002191178,0.000004149126,0.9970324,0.0001617299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00118627,0.0004680757,5.312492e-7,0.001680968,0.000003235528,0.0002975699,0.00001337417,0.0001191505,0.9962308],"genre_scores_gemma":[0.0005239946,0.000002525445,0.000219392,0.000216522,0.000436028,0.00004501123,0.00001233213,0.00003708022,0.9985071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3927087,"threshold_uncertainty_score":0.6090007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007478675248925176,"score_gpt":0.1999127879240365,"score_spread":0.1924341126751113,"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."}}