{"id":"W2318106356","doi":"10.1097/mlr.0b013e3181ef9d3e","title":"The Development, Evolution, and Modifications of ICD-10","year":2010,"lang":"en","type":"article","venue":"Medical Care","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Comparability; ICD-10; Context (archaeology); Medicine; Stakeholder; Political science; Geography; Public relations; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04862948,0.0007489902,0.001181768,0.009759689,0.001083247,0.00350906,0.004278332,0.001495205,0.002055319],"category_scores_gemma":[0.09901986,0.0004375857,0.001608813,0.01179272,0.004346247,0.003676563,0.002847694,0.005214454,0.0005564714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007935152,"about_ca_system_score_gemma":0.01454839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388327,"about_ca_topic_score_gemma":0.01154815,"domain_scores_codex":[0.946006,0.02738996,0.01092251,0.00328233,0.01133054,0.001068708],"domain_scores_gemma":[0.8873758,0.06857064,0.01155976,0.003279144,0.02797271,0.001241846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002283601,0.00007178332,0.03001466,0.0282046,0.0004894351,0.0006427499,0.009884744,0.002040671,0.001097611,0.1502681,0.0883315,0.6887259],"study_design_scores_gemma":[0.00006588996,0.000192276,0.06926807,0.07986019,0.0004551817,0.003082329,0.01181385,0.002645506,0.001082641,0.06972923,0.7615148,0.0002899761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04061177,0.6190796,0.1309186,0.1279985,0.01872261,0.002709355,0.01131964,0.0006382011,0.04800168],"genre_scores_gemma":[0.2506505,0.4767412,0.2180534,0.02723569,0.006162799,0.004755292,0.01317321,0.0002515414,0.00297633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04862948,"threshold_uncertainty_score":0.2571803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255139691831797,"score_gpt":0.4509560587752253,"score_spread":0.3254420895920456,"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."}}