{"id":"W2409994597","doi":"10.1007/s00247-016-3648-1","title":"Variables decreasing tip movement of peripherally inserted central catheters in pediatric patients","year":2016,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"EMDO Stiftung; Hospital for Sick Children","keywords":"Medicine; Peripherally inserted central catheter; Cephalic vein; Central line; Context (archaeology); Surgery; Basilic Vein; Demographics; Vein; Catheter","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002536466,0.0001923929,0.0002780596,0.0004031088,0.0002611094,0.0006332003,0.0002410709,0.0003799449,0.001610528],"category_scores_gemma":[0.004789725,0.0001166411,0.0002755832,0.0009123246,0.0002031105,0.0003839334,0.0002137821,0.0008085161,0.0002050483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003646942,"about_ca_system_score_gemma":0.0005095449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180563,"about_ca_topic_score_gemma":0.001744912,"domain_scores_codex":[0.9996796,0.00005578681,0.00004076906,0.00005854581,0.00008870091,0.00007665275],"domain_scores_gemma":[0.9958798,0.001273966,0.002103521,0.00009197355,0.0002673186,0.0003833361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648395,0.00003060344,0.9964439,0.00001482816,0.00001916618,0.0000962962,0.00007133919,0.00005811507,0.0003638116,0.00001688402,0.00007714481,0.002643052],"study_design_scores_gemma":[0.000002738473,0.0001271866,0.9988031,0.000005631326,0.00001863681,0.0003817212,0.0001770491,0.000115045,0.0001891646,0.00001024646,0.0001673162,0.000002139792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987312,0.0003285856,0.0001363889,0.00003066833,0.000007032122,0.000004085645,0.0001487625,0.000005914721,0.0006074737],"genre_scores_gemma":[0.9994242,0.0001299352,0.0001688383,0.00002546001,0.00001035952,0.000004566401,0.0001304721,0.000003881394,0.0001023173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002180563,"threshold_uncertainty_score":0.005387723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734088395281586,"score_gpt":0.2847608664238143,"score_spread":0.2674199824709984,"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."}}