{"id":"W2803476828","doi":"10.1093/pch/pxy054.123","title":"USE OF SIMULATION-BASED SKILL ACQUISITION INSTRUCTION (SSAI) FOR MANUAL MASK VENTILATION (MMV) IMPROVES THE ABILITY OF NEONATAL RESUSCITATION PROGRAM (NRP) PROVIDERS TO DELIVER AND RETAIN EFFECTIVE MMV SKILLS","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Checklist; Cardiopulmonary resuscitation; Randomized controlled trial; Competence (human resources); Neonatal resuscitation; Randomization; Computer science; Dreyfus model of skill acquisition; Video recording; Medical physics; Resuscitation; Medicine; Psychology; Multimedia; Emergency medicine; Surgery","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":[0.001095272,0.0004666143,0.0006405257,0.0004318005,0.0003423248,0.0003284136,0.0007513865,0.0004801434,0.004011941],"category_scores_gemma":[0.002397616,0.000254417,0.0004878787,0.0001887307,0.0003781965,0.0003124245,0.0004751003,0.000653491,0.0001993486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005608826,"about_ca_system_score_gemma":0.001041052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461092,"about_ca_topic_score_gemma":0.001917408,"domain_scores_codex":[0.999256,0.0002962889,0.00008169124,0.0001238734,0.0001391692,0.0001029602],"domain_scores_gemma":[0.998664,0.0004704072,0.000354757,0.00005259202,0.00008878463,0.0003693557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.2308968,0.4075593,0.01704433,0.003632205,0.0005372658,0.0001241332,0.0008398162,0.001068745,0.02081556,0.0002542189,0.001517041,0.3157105],"study_design_scores_gemma":[0.09972198,0.8033062,0.07244445,0.0006086472,0.0008444737,0.0001396395,0.0004663804,0.002516799,0.01792696,0.0001268467,0.001853588,0.00004406399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979832,0.0002155382,0.0002225792,0.00006969131,0.00004917473,0.0009334016,0.00004541396,0.00002620225,0.0004547102],"genre_scores_gemma":[0.9921938,0.0006036029,0.003806589,0.00007005062,0.00007078794,0.002576444,0.0001050886,0.000003214416,0.0005705031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004011941,"threshold_uncertainty_score":0.01342124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579726217344615,"score_gpt":0.3470405921646108,"score_spread":0.3312433299911647,"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."}}