{"id":"W4406549247","doi":"10.1016/s1241-8226(16)64626-1","title":"10.1016/s1241-8226(16)64626-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma Management and Diagnosis","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":[0.000103832,0.0001370759,0.0002035012,0.0001490755,0.00005434165,0.00002845631,0.0001117531,0.00005393363,0.9988658],"category_scores_gemma":[0.00003306885,0.0001255573,0.00008172112,0.0002993878,0.00002471478,0.00007584944,0.00003593729,0.00008989935,0.9969693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004421655,"about_ca_system_score_gemma":0.00001506915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002651799,"about_ca_topic_score_gemma":3.088321e-7,"domain_scores_codex":[0.9990772,0.00001546342,0.0001595613,0.0002342396,0.0002110746,0.0003024735],"domain_scores_gemma":[0.9993845,0.00003989986,0.00001837956,0.0003324445,0.00002876569,0.0001960136],"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":[0.0001179237,0.00009371444,0.000003716103,0.00001203648,0.00002659769,0.00001624876,0.0000107446,0.000005185721,0.00000721178,0.000002445322,0.54548,0.4542242],"study_design_scores_gemma":[0.0008049275,0.0003121535,0.0008745499,0.00004513971,0.0000988705,0.000006289149,0.000002853986,0.00002532477,0.0001111103,0.000006611761,0.997567,0.0001451768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003179549,0.00008203184,0.000001051731,0.001523456,0.000001945549,0.0003244145,0.000005326571,0.0002225812,0.9946597],"genre_scores_gemma":[0.00179142,9.870914e-7,0.0001443727,0.0003233308,0.0002172157,0.00003724129,0.00003431251,0.00002780587,0.9974233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.454079,"threshold_uncertainty_score":0.5120077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009032409497890906,"score_gpt":0.1934039176886742,"score_spread":0.1843715081907832,"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."}}