{"id":"W2612112504","doi":"","title":"2015 Injury Analysis Decisions – ICD-10-CM Transition and 4th Quarter Data","year":2017,"lang":"en","type":"article","venue":"2017 CSTE Annual Conference","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001922295,0.0001709625,0.0004094068,0.0001935411,0.002708251,0.0001215148,0.0008529967,0.000287955,0.001449257],"category_scores_gemma":[0.001322055,0.0001395894,0.00004721918,0.0001081392,0.0001705729,0.001373781,0.0003392769,0.0005996288,0.0009551593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003308151,"about_ca_system_score_gemma":0.0004379305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008463352,"about_ca_topic_score_gemma":0.0009360104,"domain_scores_codex":[0.9977769,0.0002713841,0.000671925,0.0003963381,0.0004056917,0.000477743],"domain_scores_gemma":[0.9962944,0.0003737617,0.0005140329,0.001857433,0.0005324515,0.0004279641],"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":[0.0003036298,0.00006276147,0.007866121,0.0002643919,0.0001797073,0.000008448595,0.02402409,0.000002667246,0.00002471087,0.002166525,0.9274794,0.03761753],"study_design_scores_gemma":[0.002652387,0.0005289319,0.3519792,0.001146811,0.0009348381,0.000005411224,0.01717476,0.05965808,0.000008608195,0.002441199,0.5625997,0.000870056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6049733,0.0006133064,0.1174799,0.09167283,0.003258659,0.002878737,0.008515952,0.0005085057,0.1700989],"genre_scores_gemma":[0.9934711,0.0004356772,0.0005277921,0.001539402,0.0002675611,0.00003156096,0.0006205135,0.00000887753,0.003097506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3884979,"threshold_uncertainty_score":0.9998227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.365286493727458,"score_gpt":0.5181555706030359,"score_spread":0.1528690768755778,"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."}}