{"id":"W4403760664","doi":"10.1016/j.brachy.2024.08.250","title":"Skin Posters PO0701","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003623444,0.0008957846,0.0004848678,0.0008985915,0.001671664,0.001770493,0.0006721289,0.003133498,0.825248],"category_scores_gemma":[0.0008210752,0.0003477036,0.001044854,0.0003242961,0.0004888303,0.0007788768,0.001469623,0.002449322,0.4957487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004977021,"about_ca_system_score_gemma":0.0005394323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007927339,"about_ca_topic_score_gemma":0.002584141,"domain_scores_codex":[0.9996789,0.00004319975,0.00001164765,0.00006308815,0.0001095085,0.00009365461],"domain_scores_gemma":[0.9995102,0.0001197428,0.00002035397,0.00004361125,0.000113794,0.0001922542],"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":[0.0008985489,0.0003236207,0.0004021845,0.0002615228,0.00001617837,0.001733961,0.00005148354,0.0001221436,0.003899606,0.004681616,0.8534681,0.1341411],"study_design_scores_gemma":[0.0001295196,0.0003339083,0.001739943,0.0001320098,0.000007915867,0.001008021,0.00006629632,0.0001374388,0.0009121202,0.001569125,0.9939529,0.00001075622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00256936,0.0006002569,0.0005043256,0.002183472,0.006410958,0.0001712375,0.0007973036,0.0003310531,0.986432],"genre_scores_gemma":[0.003463229,0.0002026404,0.0001745648,0.0004100213,0.0005454647,0.00003700036,0.0002285624,0.00009491415,0.9948437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.174752,"threshold_uncertainty_score":0.2492625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007771847741429537,"score_gpt":0.2930193059345557,"score_spread":0.2852474581931262,"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."}}