{"id":"W7073902426","doi":"","title":"Networks in Canadian paediatric surgery: Time to get connected","year":2006,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gastroschisis; Congenital diaphragmatic hernia; Referral; Congenital malformations; CLARITY; Pediatric Surgeon; Randomized controlled trial; Logistic regression; Diaphragmatic breathing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005287266,0.0004894989,0.0006109398,0.004099082,0.00825889,0.00777778,0.002534692,0.002369428,0.04756324],"category_scores_gemma":[0.0399511,0.0005058634,0.0007675854,0.006524421,0.002137515,0.005187431,0.007110052,0.003606357,0.00325176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0641581,"about_ca_system_score_gemma":0.1902856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9382554,"about_ca_topic_score_gemma":0.9618426,"domain_scores_codex":[0.9929664,0.0011048,0.0003171479,0.0004553507,0.003005821,0.002150483],"domain_scores_gemma":[0.938133,0.004711271,0.002812915,0.001075115,0.02020706,0.03306056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007175687,0.00004236672,0.01946561,0.0009955611,0.00004949003,0.0003812472,0.001968609,0.0003379856,0.000093857,0.01650251,0.7827657,0.1773253],"study_design_scores_gemma":[0.00004624117,0.00003680463,0.03608728,0.001705919,0.00004577092,0.0001979782,0.005833681,0.0002758343,0.00007394069,0.003593674,0.9520378,0.00006501131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01852574,0.03613241,0.001804483,0.7410779,0.0107513,0.0003834375,0.01149177,0.000605724,0.1792273],"genre_scores_gemma":[0.5281779,0.1400353,0.02142817,0.1669471,0.006204172,0.001112865,0.02408445,0.0008251581,0.1111849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0641581,"threshold_uncertainty_score":0.4655017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005734102338996317,"score_gpt":0.1568204736542259,"score_spread":0.1510863713152295,"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."}}