{"id":"W4406508998","doi":"10.1016/s0246-0343(22)54277-x","title":"10.1016/s0246-0343(22)54277-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0001052013,0.0001426131,0.000212434,0.00008558315,0.00005229366,0.00002321889,0.0001045006,0.00006302432,0.9985918],"category_scores_gemma":[0.00002738781,0.0001226428,0.00007564681,0.0001918577,0.00002779607,0.00004356632,0.00002661912,0.0001290256,0.9967697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004209429,"about_ca_system_score_gemma":0.00001987904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002495134,"about_ca_topic_score_gemma":1.969768e-7,"domain_scores_codex":[0.9990891,0.00001563287,0.00016122,0.0002296393,0.0002343044,0.0002700537],"domain_scores_gemma":[0.9994173,0.00001821726,0.00001701365,0.0003097889,0.0000328983,0.000204801],"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":[0.0001078277,0.00006292637,2.456361e-7,0.00001196977,0.00002405699,0.00002592885,0.00001259043,0.000009754195,0.00002508374,8.563846e-7,0.5509839,0.4487348],"study_design_scores_gemma":[0.0005428708,0.0002856142,0.000423926,0.0000328649,0.00006408164,0.00001047955,0.000001939361,0.00006001483,0.00008792203,0.000009160097,0.9983428,0.0001383184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000221991,0.00007008479,0.000003379318,0.001620446,0.000002617354,0.0003444343,0.000005167833,0.0001470058,0.9975849],"genre_scores_gemma":[0.0007452396,4.897132e-7,0.0001831873,0.0006053074,0.0002548377,0.00001756643,0.0000259662,0.00002607019,0.9981413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4485965,"threshold_uncertainty_score":0.5001228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824066024723376,"score_gpt":0.2008016524756945,"score_spread":0.1925609922284607,"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."}}