{"id":"W4406451925","doi":"10.1016/s1166-4568(17)59423-1","title":"10.1016/s1166-4568(17)59423-1","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":"Geography","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":[0.00009151179,0.0001374587,0.0002034945,0.0001079621,0.00004952791,0.00002799663,0.000113214,0.00005401994,0.9988863],"category_scores_gemma":[0.00002800206,0.0001257854,0.00008281223,0.0002247044,0.00002481906,0.00007266207,0.00003202406,0.00008885373,0.9963699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003173677,"about_ca_system_score_gemma":0.00001519269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002797517,"about_ca_topic_score_gemma":3.354461e-7,"domain_scores_codex":[0.9991065,0.00001410741,0.0001616686,0.000235917,0.0002115423,0.0002702173],"domain_scores_gemma":[0.9993804,0.0000398484,0.00001810102,0.0003366621,0.00002826896,0.0001966948],"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":[0.0001086719,0.00009266614,0.000003958974,0.00001044953,0.00002575876,0.00002071399,0.000009269655,0.00000732728,0.000008585682,0.000001519505,0.5922225,0.4074886],"study_design_scores_gemma":[0.0007994799,0.0002917256,0.001802195,0.00004480255,0.00009913558,0.000006631705,0.000001751408,0.00004737212,0.00006744385,0.0000057956,0.9966882,0.0001454473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002181221,0.00009002128,5.729086e-7,0.001965749,0.000001724575,0.0003289194,0.00000586154,0.0002233502,0.9952026],"genre_scores_gemma":[0.000774733,0.000001128822,0.0001553503,0.0003782996,0.0002253534,0.00003621928,0.00003286841,0.00002682529,0.9983692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4073432,"threshold_uncertainty_score":0.5129381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009116724744141994,"score_gpt":0.194456495773057,"score_spread":0.185339771028915,"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."}}