{"id":"W2415070333","doi":"","title":"Multiple Intravenous Infusions Phase 2a: Ontario Survey.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Confusion; Medicine; Bolus (digestion); Harm; Intravenous Infusions; Intensive care; Patient safety; Emergency medicine; Intensive care medicine; Anesthesia; Surgery; Psychology; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000585215,0.0001676223,0.0002204922,0.000159026,0.0001543488,0.00001811462,0.000245372,0.0002304692,0.0001875148],"category_scores_gemma":[0.000270061,0.0001659401,0.00005290358,0.0002113491,0.00006724591,0.00005776584,0.00005275013,0.0004230966,0.0001103699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144898,"about_ca_system_score_gemma":0.00002001965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833215,"about_ca_topic_score_gemma":0.0660277,"domain_scores_codex":[0.9988787,0.0000487764,0.0002584465,0.0001799736,0.0001123173,0.000521854],"domain_scores_gemma":[0.999273,0.0001617879,0.00002854536,0.000370007,0.00004206877,0.0001245831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006794006,0.0003209221,0.01635442,0.00002462587,0.00009573582,0.00001598224,0.0007452841,0.001375645,0.0003281412,0.002223405,0.004848439,0.9735994],"study_design_scores_gemma":[0.001854558,0.00006795637,0.8345144,0.000005614158,0.00002001962,0.00002373363,0.00001701236,0.004886982,0.003355163,0.0008432586,0.1539898,0.000421483],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601302,0.00003947577,0.007446153,0.00006070727,0.0009789068,0.0004813439,0.00003014054,0.0008927349,0.02994038],"genre_scores_gemma":[0.9980938,0.00002108494,0.0002817941,0.0001046953,0.00005839132,0.0003671131,0.00004367816,0.00002937113,0.001000113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.973178,"threshold_uncertainty_score":0.9510149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415035467119125,"score_gpt":0.1883808350908257,"score_spread":0.1742304804196345,"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."}}