{"id":"W4296614845","doi":"10.3390/pediatric14040047","title":"Predictors of Umbilical Venous Catheter Misalignment","year":2022,"lang":"en","type":"article","venue":"Pediatric Reports","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Royal Alexandra Hospital","funders":"","keywords":"Medicine; Logistic regression; Gestational age; Apgar score; Obstetrics; Pregnancy; Internal 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":[0.0008517031,0.0002702562,0.0002430444,0.0006259975,0.0002485633,0.0004645926,0.0003950419,0.0002920851,0.003298394],"category_scores_gemma":[0.008790747,0.0001788799,0.0002388749,0.000952028,0.0002964999,0.0003248785,0.0004155205,0.0006439034,0.0002700851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523888,"about_ca_system_score_gemma":0.0005721383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149198,"about_ca_topic_score_gemma":0.001055273,"domain_scores_codex":[0.9992816,0.0002068753,0.0001112025,0.0001032533,0.0002164279,0.00008054408],"domain_scores_gemma":[0.9896293,0.002678511,0.006343861,0.0002236214,0.0004493898,0.0006753046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002140359,0.00000444254,0.9988146,0.000009428637,0.000006701423,0.00009835018,0.00001218069,0.00004232999,0.00003495305,0.00001011378,0.0000418946,0.0009035566],"study_design_scores_gemma":[0.000001536287,0.00006382587,0.9978037,0.00003133572,0.00001521337,0.001371187,0.00009848827,0.0003160082,0.0001064597,0.0000195344,0.000169932,0.000002610733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967699,0.001704243,0.0004169164,0.0001439129,0.00001955527,0.00001151387,0.0002515878,0.00001354041,0.0006687114],"genre_scores_gemma":[0.9992106,0.0003594275,0.0001783939,0.000009986707,0.00001480156,0.000003638166,0.0001674416,0.000002321832,0.00005349224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003298394,"threshold_uncertainty_score":0.01103425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604116979824568,"score_gpt":0.3263601449702143,"score_spread":0.3003189751719686,"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."}}