{"id":"W4254316080","doi":"10.29173/hsi273","title":"Catheter re-use: thrifty or threatening? A commentary on intermittent catheter re-use by individuals with spinal cord injury.","year":2018,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Spinal cord injury; Catheter; Medicine; Spinal cord; Anesthesia; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002465843,0.000539437,0.0008080228,0.0004851829,0.00378216,0.0002109505,0.000999845,0.000235729,0.0006187756],"category_scores_gemma":[0.0001399751,0.0003525612,0.0001561774,0.001145828,0.002335185,0.001083387,0.0004973026,0.001109443,0.0003676943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072069,"about_ca_system_score_gemma":0.001376982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003611668,"about_ca_topic_score_gemma":0.001261678,"domain_scores_codex":[0.9934172,0.0004079386,0.001194234,0.001326647,0.001264606,0.002389395],"domain_scores_gemma":[0.9960471,0.000315757,0.000827089,0.001416499,0.0003768634,0.00101673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007249417,0.001956157,0.3408106,0.000278714,0.0001014718,0.00003124703,0.0504604,0.000001269674,0.0002462441,0.0001547909,0.5658566,0.03285308],"study_design_scores_gemma":[0.006878873,0.1172968,0.2953578,0.006992637,0.0002708935,0.00006958924,0.01987808,0.0003627154,0.001689216,0.0003052335,0.5478249,0.003073333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782478,0.00007318873,0.0002713348,0.01707363,0.001803189,0.001936341,0.0002049638,0.0001911956,0.0001983184],"genre_scores_gemma":[0.9019056,0.0002232558,0.001433642,0.09436066,0.0008883927,0.0002134938,0.00006019856,0.00007355793,0.00084118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153407,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553488025839083,"score_gpt":0.4514309059103861,"score_spread":0.2960821033264778,"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."}}