{"id":"W4404401321","doi":"10.1007/978-3-031-71477-1_8","title":"Prenatal Surgery","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","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":[],"consensus_categories":[],"category_scores_codex":[0.0001602163,0.0005324219,0.0002293862,0.0005998156,0.0008486126,0.0006089331,0.0004536153,0.0009636341,0.1490359],"category_scores_gemma":[0.0005645671,0.0002607902,0.000238271,0.0002884794,0.0004120993,0.0005970613,0.0009836864,0.001851814,0.05887265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000398961,"about_ca_system_score_gemma":0.0006178796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525414,"about_ca_topic_score_gemma":0.008244519,"domain_scores_codex":[0.9999174,0.00001029009,0.000002570272,0.00001642902,0.00004046123,0.00001285878],"domain_scores_gemma":[0.9998996,0.00003275429,0.000004290229,0.00001372549,0.00002013593,0.00002941264],"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":[0.00001549887,0.00004182692,0.0002432162,0.00009380959,0.000002882985,0.0006726166,0.0001978103,0.0001862277,0.001145742,0.03667987,0.5421761,0.4185444],"study_design_scores_gemma":[0.000001477858,0.0000104549,0.0003518356,0.00007983896,0.000001379296,0.00155461,0.00004347389,0.00005159542,0.0001659939,0.004144832,0.9935913,0.000003242909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007305219,0.008081599,0.003475609,0.002753978,0.002635448,0.00003076413,0.0001263155,0.0001944577,0.9819712],"genre_scores_gemma":[0.002790005,0.004840725,0.001693205,0.001152041,0.0005008144,0.00002249003,0.00008709476,0.0000494845,0.9888642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1490359,"threshold_uncertainty_score":0.4985747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681866681562456,"score_gpt":0.2545299802809418,"score_spread":0.2277113134653173,"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."}}