{"id":"W4409901744","doi":"10.1007/978-3-031-69694-7_7","title":"Building a Pediatric Post Mortem Imaging Service","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; SickKids Foundation; University of Toronto","funders":"","keywords":"Service (business); Medicine; Computer science; Medical physics; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.001999536,0.0006172798,0.0002786317,0.0009172318,0.001596711,0.00274562,0.001265844,0.001602119,0.03764366],"category_scores_gemma":[0.002512099,0.0004575619,0.0004416874,0.0004915642,0.0007787926,0.00286332,0.003108134,0.003653752,0.02085258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076032,"about_ca_system_score_gemma":0.007987844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004651221,"about_ca_topic_score_gemma":0.01679222,"domain_scores_codex":[0.9993531,0.0001401929,0.00003578272,0.00005939067,0.0002928686,0.0001187327],"domain_scores_gemma":[0.9976036,0.0004840609,0.00008839103,0.00009855767,0.0006049672,0.001120468],"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":[0.00001179127,0.0001598676,0.002526554,0.0001202969,0.000007449305,0.001464168,0.0003339135,0.0009135005,0.0007454284,0.02442635,0.6057373,0.3635533],"study_design_scores_gemma":[0.000004866073,0.00004667077,0.002132108,0.0003107792,0.000008133192,0.002528792,0.0008013225,0.0005064871,0.0003663386,0.009029217,0.9842502,0.00001496916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0091462,0.01485002,0.08355317,0.1045275,0.01129146,0.0004057637,0.0006846669,0.002837132,0.7727041],"genre_scores_gemma":[0.04202426,0.03105825,0.3074724,0.03322441,0.005745301,0.0004458036,0.00151375,0.001699838,0.576816],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03764366,"threshold_uncertainty_score":0.1259306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185281224632679,"score_gpt":0.283169761364548,"score_spread":0.2713169491182212,"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."}}