{"id":"W4390444629","doi":"10.1136/bmjoq-2023-002461","title":"Designing a Behaviour Change Wheel guided implementation strategy for a hypoxaemic respiratory failure and ARDS care pathway that targets barriers","year":2023,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; M.S.I. Foundation; Alberta Health Services","keywords":"Medicine; Context (archaeology); Psychological intervention; Multidisciplinary approach; Nursing; Intervention (counseling); ARDS; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02650225,0.0008134375,0.0006387095,0.001874086,0.002911644,0.00278174,0.002124181,0.002042546,0.003377325],"category_scores_gemma":[0.02962087,0.0005332669,0.001259155,0.0008781981,0.001452032,0.00198356,0.004079145,0.002028286,0.0005562341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007525731,"about_ca_system_score_gemma":0.03813832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007607241,"about_ca_topic_score_gemma":0.01447037,"domain_scores_codex":[0.9855248,0.009396547,0.0007377716,0.000870024,0.001846537,0.00162435],"domain_scores_gemma":[0.9844573,0.007470402,0.001662547,0.0006916194,0.00257523,0.003142788],"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":[0.001035814,0.02083589,0.06623444,0.008198556,0.0004864714,0.001009926,0.08778831,0.007580503,0.01295273,0.00851423,0.01362485,0.7717383],"study_design_scores_gemma":[0.007533384,0.0463833,0.3172923,0.01400181,0.00217077,0.001499551,0.2572739,0.07842299,0.03073151,0.03863836,0.2051425,0.0009096464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6964146,0.0005497082,0.2038766,0.02509285,0.0003780931,0.05497622,0.0004014285,0.001548198,0.01676223],"genre_scores_gemma":[0.4942895,0.0004380629,0.4724179,0.002180567,0.00002759204,0.02803246,0.0002366096,0.00003876792,0.002338664],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02650225,"threshold_uncertainty_score":0.140159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8673374649064644,"score_gpt":0.7294474968503472,"score_spread":0.1378899680561172,"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."}}