{"id":"W4383723179","doi":"10.21203/rs.3.rs-3136069/v1","title":"Barriers and Facilitators to Implementing a Canadian Shared-Care ADHD Program in Pediatric Settings in Shanghai: A Consolidated Framework for Implementation Research Approach","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Thematic analysis; Focus group; Implementation research; Mental health; Psychology; Health care; Standardization; Nursing; Medical education; Qualitative research; Medicine; Political science; Business; Psychological intervention; Psychiatry","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":[0.08313106,0.001953271,0.001426915,0.00596225,0.01936127,0.01073549,0.005806638,0.002065925,0.00210512],"category_scores_gemma":[0.06336309,0.00108607,0.002591438,0.006730218,0.01062703,0.005337891,0.01335991,0.003793007,0.0001006741],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1769525,"about_ca_system_score_gemma":0.5188175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8428301,"about_ca_topic_score_gemma":0.89073,"domain_scores_codex":[0.9430066,0.0363852,0.003037221,0.00245574,0.006491135,0.008623962],"domain_scores_gemma":[0.9463009,0.02694819,0.003818325,0.001687914,0.01433846,0.006906224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000214585,0.001239758,0.1622145,0.01413814,0.0007445334,0.0009987949,0.5047815,0.003945319,0.0007466534,0.06924286,0.012139,0.2295944],"study_design_scores_gemma":[0.0002620712,0.0007935647,0.1282201,0.01807172,0.001139259,0.0001600956,0.8010748,0.008867427,0.0009528163,0.009019807,0.03113959,0.0002987926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7596167,0.01683359,0.04035852,0.1038637,0.0007452916,0.026793,0.001615756,0.0003832987,0.04979018],"genre_scores_gemma":[0.897871,0.004878139,0.08625943,0.002015203,0.00002609586,0.007052985,0.0004551182,0.00002555488,0.001416516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8230475,"threshold_uncertainty_score":0.9546185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1899153834396256,"score_gpt":0.5239205175661611,"score_spread":0.3340051341265355,"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."}}