{"id":"W3135446144","doi":"10.1016/j.abdp.2020.08.002","title":"10.1016/j.abdp.2020.08.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Skin Protection and Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Melanoma; Dermatology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008829941,0.00009219864,0.0001382388,0.00005347016,0.00005746663,0.00001640046,0.00005784157,0.00004544644,0.9991152],"category_scores_gemma":[0.00004216009,0.00008266547,0.0000559889,0.0002044489,0.00001704169,0.00003669113,0.00001580629,0.000131944,0.9961009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003254949,"about_ca_system_score_gemma":0.00002102768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057018,"about_ca_topic_score_gemma":4.444916e-8,"domain_scores_codex":[0.9993779,0.00001705702,0.0001231974,0.000173165,0.0001274317,0.0001812636],"domain_scores_gemma":[0.9995756,0.00001758502,0.00001475641,0.0002050025,0.00002947014,0.0001575955],"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":[0.0001009245,0.00003858949,2.727327e-7,0.000008080505,0.00001569446,0.00002948887,0.000018786,0.000007448957,0.0004727691,2.976753e-7,0.3262811,0.6730266],"study_design_scores_gemma":[0.0004981721,0.0001379121,0.00004472714,0.00004994627,0.00002192718,0.0001287557,0.000001873947,0.0001935392,0.0007313921,0.000003634351,0.9980916,0.00009647762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007596822,0.00005843645,0.000003043174,0.001765521,0.000002387707,0.000228034,0.000002433172,0.0001951663,0.9969853],"genre_scores_gemma":[0.0005070076,2.649142e-7,0.0001809512,0.0003167385,0.0002839546,0.00001856752,0.000007194885,0.00002019293,0.9986652],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6729301,"threshold_uncertainty_score":0.3371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006344247633406243,"score_gpt":0.1939488961638824,"score_spread":0.1876046485304761,"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."}}