{"id":"W4413491548","doi":"10.1007/978-3-031-97788-6_26","title":"Health Record Content","year":2025,"lang":"en","type":"book-chapter","venue":"Health information technology standards","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Content (measure theory); Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001390798,0.0009699095,0.001475482,0.007006678,0.001958795,0.005738685,0.002216983,0.002397986,0.757193],"category_scores_gemma":[0.01040136,0.0007495236,0.0005929472,0.007470031,0.0007580991,0.003237394,0.002167275,0.001704899,0.737156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795314,"about_ca_system_score_gemma":0.003396114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005711502,"about_ca_topic_score_gemma":0.009376406,"domain_scores_codex":[0.9984555,0.000334318,0.000108577,0.0001424842,0.0008652789,0.00009384075],"domain_scores_gemma":[0.9933914,0.002518963,0.0003535326,0.000854753,0.00242337,0.000458049],"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":[0.000007563011,0.0000161853,0.00003973754,0.00016438,0.00000134163,0.00002111474,0.00003732954,0.00002434086,0.0001339229,0.002675754,0.9423005,0.05457792],"study_design_scores_gemma":[0.0000066935,0.000006353393,0.0001557958,0.0001125727,0.000002491838,0.00006462643,0.00003981879,0.00004249666,0.00008713962,0.001300193,0.9981771,0.000004695155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001537564,0.001019442,0.002100495,0.002596505,0.001151584,0.0003575566,0.01512517,0.001510793,0.9759846],"genre_scores_gemma":[0.0006259576,0.001119558,0.001666241,0.002047864,0.0006438901,0.000159746,0.008712818,0.0005551212,0.9844688],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.757193,"threshold_uncertainty_score":0.3463348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647853651015742,"score_gpt":0.4475646987075689,"score_spread":0.2827793336059946,"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."}}