{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03897925,0.001004575,0.0008555203,0.004560744,0.001148417,0.004954818,0.001874316,0.00158327,0.129731],"category_scores_gemma":[0.2665496,0.000977823,0.001307217,0.001966294,0.0008439473,0.005619749,0.005776593,0.003578027,0.02509809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403454,"about_ca_system_score_gemma":0.005669758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137838,"about_ca_topic_score_gemma":0.001875173,"domain_scores_codex":[0.9710364,0.01888469,0.004348002,0.001049109,0.003985971,0.0006957101],"domain_scores_gemma":[0.7841982,0.1645169,0.01252507,0.01202927,0.02133287,0.005397684],"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":[0.002288192,0.0004636536,0.008451382,0.001582573,0.0002524404,0.000352931,0.002925651,0.003614144,0.0007271999,0.02927006,0.312482,0.6375899],"study_design_scores_gemma":[0.002132952,0.001166217,0.01464366,0.004202734,0.0004144063,0.001655613,0.006189655,0.04144174,0.007593734,0.199005,0.720957,0.0005972632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02954825,0.001279851,0.7658733,0.02215661,0.002535132,0.00905178,0.03311658,0.03607527,0.1003632],"genre_scores_gemma":[0.1733201,0.001472778,0.7375003,0.005662483,0.001191602,0.0180513,0.01343359,0.005200891,0.04416704],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.129731,"threshold_uncertainty_score":0.4339934,"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."}}