{"id":"W2418490924","doi":"","title":"Book Reviews: Vital questions to ask in the ER","year":2003,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complaint; Emergency department; Medicine; Medical education; Psychology; Computer science; Medical emergency; Nursing; Law","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":[0.002686329,0.001519241,0.001547233,0.002095687,0.001488369,0.007599819,0.001873136,0.003546871,0.124388],"category_scores_gemma":[0.02379211,0.0008621789,0.0007028204,0.002658709,0.001315326,0.00798861,0.002426552,0.004287375,0.1589113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122204,"about_ca_system_score_gemma":0.00248923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072659,"about_ca_topic_score_gemma":0.002124705,"domain_scores_codex":[0.99686,0.001312995,0.0002531228,0.0002123086,0.001194066,0.0001674778],"domain_scores_gemma":[0.988841,0.006708089,0.0007142266,0.0003935551,0.002519987,0.0008231269],"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":[0.00001103264,0.00001718177,0.00003920253,0.0002129766,0.000001753863,0.00006779833,0.0002043427,0.0000303786,0.00005000155,0.000851562,0.9410785,0.05743539],"study_design_scores_gemma":[0.000006131128,0.00001776559,0.0001442728,0.0007022321,0.000002112179,0.0004231961,0.0005430966,0.00003266165,0.00003718013,0.001528815,0.9965523,0.00001025221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002186844,0.2911209,0.01223306,0.1317037,0.05027617,0.001272242,0.002753935,0.004914579,0.5035386],"genre_scores_gemma":[0.009996913,0.1074304,0.01898282,0.04840182,0.0154692,0.00105389,0.002788234,0.001897727,0.793979],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.124388,"threshold_uncertainty_score":0.4161192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827040738514477,"score_gpt":0.4016301664239577,"score_spread":0.373359759038813,"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."}}