{"id":"W1968492124","doi":"10.2196/resprot.3300","title":"Clinical Utility of an Observation and Response Chart With Human Factors Design Characteristics and a Track and Trigger System: Study Protocol for a Two-Phase Multisite Multiple-Methods Design","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Audit; Data collection; Protocol (science); Chart; Research design; Test (biology); Observational study; Medical record; Computer science; Medicine; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1585228,0.00436244,0.004378822,0.004436466,0.004949597,0.003883821,0.004378814,0.005376259,0.02210122],"category_scores_gemma":[0.1457778,0.003267707,0.003947924,0.004593142,0.003968176,0.00328052,0.002828654,0.004714056,0.007359194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008601622,"about_ca_system_score_gemma":0.03213758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003389282,"about_ca_topic_score_gemma":0.004883614,"domain_scores_codex":[0.8844663,0.08287833,0.01495804,0.004313679,0.009720901,0.003662704],"domain_scores_gemma":[0.8855068,0.03498544,0.01626914,0.01753545,0.04094534,0.004757914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2414805,0.1013396,0.0251445,0.05044302,0.001571488,0.002148675,0.01591034,0.01702526,0.01294851,0.03016172,0.06141591,0.4404105],"study_design_scores_gemma":[0.308109,0.2464977,0.06714065,0.0186719,0.001255806,0.0008044871,0.007232386,0.02409632,0.01910089,0.01331182,0.2925506,0.001228502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001231777,0.00003006409,0.003739043,0.00004939756,0.00005514908,0.9943777,0.000238012,0.00002730762,0.000251474],"genre_scores_gemma":[0.0009467127,0.00002311689,0.005369619,0.00002971358,0.00001101905,0.9934877,0.00005600243,0.000003584065,0.00007257275],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1585228,"threshold_uncertainty_score":0.8383585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7466323295315664,"score_gpt":0.6843502389515823,"score_spread":0.06228209057998413,"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."}}