{"id":"W2765919742","doi":"10.1097/acm.0000000000002035","title":"The PEARLS Healthcare Debriefing Tool","year":2017,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":172,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Saskatchewan; University of Calgary","funders":"","keywords":"Debriefing; Health care; Medicine; MEDLINE; Psychology; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002097352,0.00011358,0.0002788261,0.00006652144,0.001149245,0.00003966434,0.0007177216,0.0001287612,0.00008139436],"category_scores_gemma":[0.001815601,0.00008631551,0.00003550124,0.000051218,0.0002134219,0.0001531591,0.0001535371,0.0004992533,0.0004194392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007419298,"about_ca_system_score_gemma":0.0000256399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007352,"about_ca_topic_score_gemma":0.0001823374,"domain_scores_codex":[0.9985632,0.00002159272,0.0006345746,0.0002796859,0.00006305967,0.000437864],"domain_scores_gemma":[0.9984346,0.0001330152,0.000487765,0.0007885053,0.00002319577,0.0001329057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005411759,0.00000101528,0.00802419,0.00003962924,0.00001486505,0.000002720313,0.001070329,3.529518e-7,0.000001922115,0.9468063,0.02943518,0.01459814],"study_design_scores_gemma":[0.0003457878,0.00004188487,0.02285843,0.00007033147,0.000003096438,0.00000339769,0.00023731,0.000134659,0.000004732295,0.1218321,0.8543679,0.0001004318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02432302,0.01535709,0.001292795,0.8916112,0.001841342,0.0004304747,0.00001587631,0.00006115853,0.06506709],"genre_scores_gemma":[0.9684189,0.00830851,0.00002747638,0.01357387,0.001137237,0.00003527837,0.000003301885,0.0000163388,0.008479103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9440958,"threshold_uncertainty_score":0.9965185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429181957701338,"score_gpt":0.3592466881145192,"score_spread":0.2163284923443854,"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."}}