{"id":"W4210547802","doi":"10.1186/s13012-021-01171-7","title":"Implementability of healthcare interventions: an overview of reviews and development of a conceptual framework","year":2022,"lang":"en","type":"review","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":395,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Psychological intervention; Health care; Fidelity; Context (archaeology); Conceptual framework; Health services research; Intervention (counseling); Knowledge management; Health administration; Medicine; Systematic review; Management science; Sustainability; Process management; Nursing; Computer science; MEDLINE; Public health; Business; Engineering; Sociology; Political science; Social 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1417336,0.004038406,0.01206551,0.04898421,0.002028917,0.01165595,0.00552297,0.005314607,0.002579565],"category_scores_gemma":[0.295344,0.003431053,0.01294976,0.03447051,0.004717011,0.0145041,0.005837221,0.005184787,0.0004150095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02633622,"about_ca_system_score_gemma":0.03984785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071073,"about_ca_topic_score_gemma":0.01152662,"domain_scores_codex":[0.8207456,0.08886302,0.0514149,0.008604785,0.02811233,0.002259314],"domain_scores_gemma":[0.6369804,0.3003106,0.03397708,0.00440379,0.02333343,0.0009947341],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002243386,0.00009298677,0.001535051,0.6528401,0.003508754,0.0001610819,0.003194533,0.001309591,0.000315115,0.01834191,0.0034857,0.3149908],"study_design_scores_gemma":[0.0001356789,0.0003885855,0.003305145,0.8818572,0.009100623,0.0004810296,0.001832671,0.001024932,0.0004967748,0.009628004,0.09163697,0.0001123354],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006690173,0.9907059,0.004256868,0.001906952,0.0002240603,0.001167925,0.0001819948,0.00004290801,0.0008444538],"genre_scores_gemma":[0.01746099,0.9447221,0.02965406,0.001491176,0.0002086611,0.005919897,0.0003218293,0.00003318118,0.0001881486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8582664,"threshold_uncertainty_score":0.7495678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.960890501324859,"score_gpt":0.8202075615458977,"score_spread":0.1406829397789613,"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."}}