{"id":"W2889026671","doi":"10.7759/cureus.3205","title":"MedsOnCall Pager App: A Pilot Project for Practicing Safe Clinical Decision-making","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"University of Ottawa","keywords":"Pager; Preparedness; Medicine; Medical education; Clinical decision making; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006579757,0.001123226,0.0004740088,0.0007488236,0.0008455975,0.001267038,0.001647178,0.001505707,0.007301951],"category_scores_gemma":[0.01267217,0.0005051348,0.0007002825,0.0002044221,0.0008541071,0.001953483,0.00208058,0.001581907,0.002419606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004963455,"about_ca_system_score_gemma":0.002095123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089916,"about_ca_topic_score_gemma":0.002051207,"domain_scores_codex":[0.9972536,0.001417186,0.0001969873,0.000269975,0.0004834289,0.0003789465],"domain_scores_gemma":[0.9916099,0.004693432,0.0002400335,0.0006391,0.001520631,0.001296883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004586097,0.07718847,0.04236792,0.003553593,0.0002671565,0.007756607,0.04619679,0.004427276,0.04688214,0.002522184,0.09145883,0.6727929],"study_design_scores_gemma":[0.006388465,0.1734612,0.1856089,0.002799903,0.0007497246,0.01771203,0.05551555,0.05362653,0.1044163,0.005501537,0.3932991,0.000920775],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403219,0.0003040611,0.02457725,0.001571758,0.0003089271,0.02005001,0.00178792,0.002682469,0.008395559],"genre_scores_gemma":[0.7661507,0.0009209198,0.1847889,0.002364678,0.0001817801,0.0203172,0.003693189,0.0007436937,0.02083913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007301951,"threshold_uncertainty_score":0.03479749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153298677742889,"score_gpt":0.491314050658109,"score_spread":0.3759841828838201,"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."}}