{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001584119,0.0002843392,0.0002596044,0.001284908,0.001522783,0.0008570379,0.0006361527,0.0004222029,0.005192963],"category_scores_gemma":[0.006817414,0.0004857495,0.0003062784,0.004950804,0.0004169291,0.0005728616,0.0008319463,0.0005035613,0.001120159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02380988,"about_ca_system_score_gemma":0.03564279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9506904,"about_ca_topic_score_gemma":0.9681819,"domain_scores_codex":[0.9982283,0.0001850186,0.0002220973,0.0001658199,0.0009111769,0.0002876763],"domain_scores_gemma":[0.9880051,0.0008254322,0.003181034,0.0002491314,0.005890393,0.001849005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001721318,0.0001484268,0.9250075,0.001052008,0.00003499052,0.000179714,0.004916982,0.0001084986,0.0005394313,0.000116897,0.04853917,0.01918422],"study_design_scores_gemma":[0.00002045081,0.0000503263,0.983067,0.00009273793,0.00000784554,0.00002180581,0.001405343,0.0000751686,0.00005425615,0.000008440653,0.01518926,0.000007410411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7405475,0.001877068,0.0009108068,0.007142108,0.00007967761,0.004793396,0.2098276,0.0001497393,0.03467191],"genre_scores_gemma":[0.9219933,0.002926116,0.002439383,0.004496767,0.00007775957,0.004712506,0.04428172,0.00004187524,0.01903063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04930955,"threshold_uncertainty_score":0.1727536,"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."}}