{"id":"W2076999248","doi":"10.12968/ippr.2011.1.2.63","title":"Paramedic clinical decision-making: results of two Canadian studies","year":2011,"lang":"en","type":"article","venue":"International Paramedic Practice","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Clinical decision making; Outcome (game theory); Clinical judgment; Clinical Practice; Psychology; Medical emergency; Medicine; Medical education; Nursing; Intensive care medicine; Medical physics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00172072,0.0001752346,0.0004431361,0.0002232437,0.00007728277,0.000006164231,0.0002912608,0.0001115463,0.0003135744],"category_scores_gemma":[0.05492343,0.0001411285,0.0001707731,0.0002152768,0.0004413603,0.0002651182,0.0001090875,0.0004628046,0.0001434726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314014,"about_ca_system_score_gemma":0.0005161617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008834254,"about_ca_topic_score_gemma":0.005191316,"domain_scores_codex":[0.9974104,0.0001172211,0.001084834,0.0003731819,0.0007400454,0.0002743777],"domain_scores_gemma":[0.9939246,0.003598704,0.0004864863,0.0003694181,0.001354115,0.0002666391],"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":[0.009878108,0.001805504,0.04915301,0.00009198713,0.008451752,0.003388067,0.01079572,0.000009911659,0.00001700192,0.01415317,0.6579922,0.2442636],"study_design_scores_gemma":[0.008011317,0.001541811,0.04017752,0.002036631,0.001300037,0.001024686,0.01324939,0.0003642458,0.00015671,0.01526139,0.9163474,0.0005287871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1995892,0.01284162,0.001072333,0.03387816,0.02108937,0.0009097593,0.0002360428,0.0001591799,0.7302243],"genre_scores_gemma":[0.9769141,0.005681139,0.01180668,0.004448176,0.0006941006,0.00001926037,0.0000196539,0.00001597397,0.00040093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7773249,"threshold_uncertainty_score":0.997766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287709810316894,"score_gpt":0.4891220584439697,"score_spread":0.3603510774122803,"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."}}