{"id":"W3030969782","doi":"10.1111/pan.13936","title":"Intravenous cannula placement in children for induction of general anesthesia: Prospective audit and identification of success factors","year":2020,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Premedication; Anesthesia; Cannula; Distraction; Audit; Sedative; Prospective cohort study; Surgery","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":[0.002276007,0.0003623686,0.0005320287,0.001853282,0.0006233518,0.0006549316,0.0005086476,0.0004633755,0.0008207904],"category_scores_gemma":[0.01015218,0.0006260826,0.0003890048,0.001951896,0.0005883892,0.0007318032,0.0008288797,0.0008121004,0.0002104845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009523605,"about_ca_system_score_gemma":0.001751286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003683789,"about_ca_topic_score_gemma":0.005903461,"domain_scores_codex":[0.9978288,0.0005191273,0.0004805971,0.0002008079,0.0006512066,0.000319444],"domain_scores_gemma":[0.990008,0.002283978,0.005502777,0.000296449,0.001277591,0.0006311604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000397628,0.0000523667,0.9967344,0.00005405456,0.000005412206,0.0004921576,0.0006363638,0.00002032183,0.0001970604,0.00001034044,0.00007581583,0.001681798],"study_design_scores_gemma":[0.00000522192,0.0006442728,0.9942716,0.0000466452,0.00001425168,0.00220126,0.002051549,0.0001048044,0.0003089487,0.000009311414,0.0003334659,0.000008689181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999172,0.0001767968,0.00008987758,0.00001884229,0.000002352277,0.0001213343,0.0001965566,0.000004993596,0.0002172178],"genre_scores_gemma":[0.9981078,0.000566946,0.0007276704,0.00002076367,0.000004981598,0.0001883152,0.0002907911,0.000004785747,0.00008790562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003683789,"threshold_uncertainty_score":0.0120368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123358397778426,"score_gpt":0.2491020518512647,"score_spread":0.2378684678734804,"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."}}