{"id":"W4394939436","doi":"10.1007/978-3-031-42851-7_6","title":"Cardiac 3D Printing","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine","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":[0.0002407051,0.001071609,0.0006222635,0.001488342,0.0006717034,0.002844665,0.0008221963,0.001122318,0.4832635],"category_scores_gemma":[0.0007932811,0.000574604,0.0008216911,0.0009874932,0.0003629226,0.001103945,0.00170831,0.001845109,0.2658145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411221,"about_ca_system_score_gemma":0.0004545015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090247,"about_ca_topic_score_gemma":0.003586476,"domain_scores_codex":[0.9997414,0.00001834795,0.000007938523,0.00003410149,0.0001822741,0.00001596917],"domain_scores_gemma":[0.999736,0.00008414702,0.000008157757,0.00005033646,0.00008395424,0.00003748637],"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":[0.0000270017,0.00003062251,0.00005662599,0.0002026685,0.000007049204,0.0001784395,0.00006990309,0.001112102,0.002316859,0.01339139,0.635661,0.3469464],"study_design_scores_gemma":[0.000005552492,0.00001253482,0.0001561699,0.0001087089,0.000004153895,0.0004257379,0.00001821382,0.0006351852,0.0005953663,0.004095752,0.9939324,0.00001013336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003263451,0.0028708,0.01204912,0.0003821958,0.00209746,0.00004584014,0.0007048409,0.001530561,0.9799929],"genre_scores_gemma":[0.001291556,0.001489302,0.002268972,0.0002380486,0.0002884954,0.0000215238,0.0004295959,0.0004676222,0.9935049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4832635,"threshold_uncertainty_score":0.7370619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520237616130783,"score_gpt":0.3160485530504619,"score_spread":0.3008461768891541,"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."}}