{"id":"W1964277688","doi":"10.1007/s00247-014-3207-6","title":"Do children without a known bleeding tendency undergoing PICC placement require coagulation laboratory testing?","year":2015,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Bleeding diathesis; Retrospective cohort study; Cohort; Surgery; Cohort study; Coagulation testing; Internal medicine; Coagulation; Platelet","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001290853,0.0002362201,0.0004821814,0.0002660202,0.0006024045,0.0000156792,0.0002149008,0.0003331131,0.0001511051],"category_scores_gemma":[0.001059333,0.0002102376,0.00007291978,0.0006073901,0.00005488782,0.0001913723,0.0001218274,0.0005201681,0.0002523257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005143898,"about_ca_system_score_gemma":0.001086374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001360872,"about_ca_topic_score_gemma":0.00005593391,"domain_scores_codex":[0.9972411,0.000526948,0.00067411,0.0004840587,0.0002672333,0.0008064808],"domain_scores_gemma":[0.9978909,0.0006932081,0.0004522197,0.0003374854,0.0003010444,0.0003250903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005474948,0.00006354956,0.9869764,0.00006121815,0.00004294687,0.000004608582,0.002486132,0.0002963892,0.00006372289,0.0003976364,0.009155053,0.0003975609],"study_design_scores_gemma":[0.01102925,0.001864838,0.9639382,0.0001579661,0.001247068,0.00009556156,0.005179861,0.0036784,0.00001574482,0.0048491,0.006281494,0.001662527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906073,0.001765515,0.0009980679,0.0003623424,0.001205298,0.0007252797,0.00003135798,0.0002148649,0.004090007],"genre_scores_gemma":[0.993229,0.0003165792,0.00166001,0.0003458025,0.003823979,0.00007881433,0.00005586626,0.00004111469,0.0004488467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02303824,"threshold_uncertainty_score":0.8573241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06584704329042616,"score_gpt":0.3530056166201183,"score_spread":0.2871585733296921,"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."}}