{"id":"W3114079605","doi":"10.1016/j.abdp.2020.02.009","title":"10.1016/j.abdp.2020.02.009","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bone and Joint Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.00005737561,0.000119952,0.0002144527,0.00004523788,0.00004259491,0.00001517942,0.00006368349,0.00005177744,0.9988669],"category_scores_gemma":[0.00004234266,0.0001056122,0.0000981031,0.0001681954,0.00002639276,0.00004877269,0.0000198181,0.00009135098,0.9966105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002406768,"about_ca_system_score_gemma":0.00005592748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001672408,"about_ca_topic_score_gemma":9.395217e-8,"domain_scores_codex":[0.9992408,0.00001717809,0.0001557864,0.0001997414,0.0001552664,0.0002312233],"domain_scores_gemma":[0.9993272,0.00002412697,0.00001609304,0.0002964151,0.0000375778,0.0002985835],"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":[0.0002109802,0.00009751673,6.054441e-7,0.00001179776,0.00002043399,0.00005827846,0.000007186808,0.000002711654,0.0001023259,2.763194e-7,0.6004222,0.3990657],"study_design_scores_gemma":[0.0005593484,0.0003074041,0.0002468493,0.00005288659,0.00008873943,0.00004947579,0.000001485077,0.00004652367,0.0001636375,0.000006866107,0.9983497,0.0001271468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003338417,0.0002322129,1.724216e-7,0.001673861,0.000001142934,0.0002079945,0.0000216159,0.0001573135,0.9943672],"genre_scores_gemma":[0.0008894399,8.772548e-7,0.00007294636,0.0004715225,0.0002787473,0.000008532803,0.00004154229,0.00002449599,0.9982119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3989385,"threshold_uncertainty_score":0.430674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005369545256105022,"score_gpt":0.1895210766554343,"score_spread":0.1841515313993293,"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."}}