{"id":"W4390941993","doi":"10.5334/ijic.icic23383","title":"Implementation and Evaluation of Innovation in Integrated Care: Strategies to Overcome the Challenge of Work as Imagined","year":2023,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; Toronto Public Health","funders":"","keywords":"Process (computing); Health care; Computer science; Presentation (obstetrics); Work (physics); Knowledge management; Process management; Set (abstract data type); Integrated care; Identification (biology); Medicine; Business; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5392413,0.002375757,0.003286878,0.009712433,0.009144551,0.0454287,0.00925975,0.01147869,0.00630821],"category_scores_gemma":[0.4415127,0.001676094,0.002823868,0.006307983,0.0379051,0.0402022,0.03642965,0.01194484,0.001066248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05145381,"about_ca_system_score_gemma":0.117201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004913074,"about_ca_topic_score_gemma":0.004961518,"domain_scores_codex":[0.3066917,0.6186193,0.01454619,0.007424878,0.0456907,0.00702719],"domain_scores_gemma":[0.487127,0.3978192,0.02348835,0.03176404,0.04451289,0.01528845],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004779212,0.001814788,0.006103202,0.008646021,0.0004498592,0.0002815965,0.04550134,0.003254305,0.0008157988,0.3605694,0.01334202,0.5587437],"study_design_scores_gemma":[0.001787251,0.006723393,0.0103866,0.0439229,0.0007165839,0.0005590141,0.0939042,0.01843779,0.007856303,0.6561171,0.1589357,0.000653201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05263294,0.01952424,0.4313413,0.3406057,0.00325293,0.01828686,0.0001604254,0.001514064,0.1326815],"genre_scores_gemma":[0.5312486,0.004607444,0.4263784,0.01485372,0.0005933017,0.01607903,0.0001261455,0.0003092423,0.00580415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5392413,"threshold_uncertainty_score":0.5681975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3200667458864908,"score_gpt":0.6361714997656116,"score_spread":0.3161047538791208,"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."}}