{"id":"W7000388700","doi":"","title":"Examining implementation of the extension for community healthcare outcomes (ECHO) model to train clinicians on best-practice care for autism","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Autism; Health care; Extension (predicate logic); Primary care; MEDLINE; Intervention (counseling)","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":[],"consensus_categories":[],"category_scores_codex":[0.1220721,0.0006755917,0.0007044708,0.0008833867,0.004425358,0.00480805,0.003744369,0.00281392,0.007592496],"category_scores_gemma":[0.225389,0.0007949614,0.0009892946,0.001398746,0.002416111,0.006091448,0.009851038,0.00818263,0.0007472507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02290876,"about_ca_system_score_gemma":0.1078806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05123597,"about_ca_topic_score_gemma":0.1004353,"domain_scores_codex":[0.9313267,0.05120342,0.00251998,0.002144326,0.007587281,0.005218181],"domain_scores_gemma":[0.7901755,0.1505454,0.01338956,0.009653395,0.0185068,0.01772932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003512084,0.05333839,0.1414676,0.001907646,0.0005113545,0.0002106986,0.08100432,0.007422735,0.0006076121,0.03143298,0.02424506,0.6543395],"study_design_scores_gemma":[0.00942916,0.03931658,0.5604032,0.01429028,0.002574234,0.0002094538,0.2330956,0.04050497,0.004605134,0.04039875,0.05468468,0.0004880276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096959,0.0004150887,0.005295941,0.04786605,0.0004449633,0.006045703,0.0003403484,0.0001254742,0.02977049],"genre_scores_gemma":[0.9601225,0.0003544002,0.02594188,0.003608821,0.00004391621,0.006884561,0.0002068229,0.00004557939,0.00279144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220721,"threshold_uncertainty_score":0.6455866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5512158373925627,"score_gpt":0.6168385617300749,"score_spread":0.06562272433751215,"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."}}