{"id":"W4283266434","doi":"10.29390/cjrt-2021-075","title":"Designing behavioral interventions using the capability-opportunity-motivation-behavior model and the theoretical domains framework to optimize oxygen saturation maintenance by NICU providers","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Hamilton Health Sciences; British Columbia Centre of Excellence for Women's Health; McMaster Children's Hospital","funders":"","keywords":"Coaching; Neonatal intensive care unit; Psychological intervention; Medicine; Nursing; Quality management; Debriefing; Multidisciplinary approach; Psychology; Medical emergency; Medical education; Applied psychology; Operations management; Management system; Psychiatry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006848342,0.0006908288,0.0004116495,0.001234839,0.0007672588,0.0008987195,0.001027109,0.0007550583,0.002225222],"category_scores_gemma":[0.01124699,0.0003051955,0.0007465385,0.0005945097,0.0007808361,0.0008128657,0.001231186,0.0009613549,0.0002013218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002849689,"about_ca_system_score_gemma":0.00769587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005854364,"about_ca_topic_score_gemma":0.01059133,"domain_scores_codex":[0.9952613,0.003699693,0.0001295139,0.0002450605,0.0003770687,0.0002873899],"domain_scores_gemma":[0.9969395,0.002071538,0.0003964615,0.00009646288,0.0002074652,0.0002885163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001068111,0.02546371,0.07039236,0.005656974,0.0007887409,0.0002271552,0.01043089,0.04801974,0.006969246,0.02907051,0.005670129,0.7962424],"study_design_scores_gemma":[0.009183479,0.04351333,0.3483065,0.0148567,0.002644578,0.0005425546,0.03136898,0.3692927,0.01761324,0.1048028,0.05747034,0.0004047669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5978851,0.002144504,0.3438328,0.008986425,0.0002277377,0.02229023,0.0003845129,0.0006042834,0.02364439],"genre_scores_gemma":[0.6349323,0.001408349,0.3422894,0.001217167,0.00002335139,0.01885287,0.0001615241,0.00002190061,0.001092927],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006848342,"threshold_uncertainty_score":0.03621787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014656203643922,"score_gpt":0.3541088389226988,"score_spread":0.2526432185583067,"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."}}