{"id":"W4360991815","doi":"10.1370/afm.2944","title":"Health TAPESTRY Ontario: A Multi-Site Randomized Controlled Trial Testing Implementation and Reproducibility","year":2023,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society; Impact; University of Toronto; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Randomized controlled trial; Context (archaeology); Intervention (counseling); Physical therapy; Health care; Quality of life (healthcare); Family medicine; Gerontology; Nursing; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0869856,0.003231058,0.00583243,0.001499182,0.002219802,0.002347371,0.00244043,0.004474786,0.007767178],"category_scores_gemma":[0.07628945,0.001828007,0.006687905,0.002121104,0.004420243,0.003168394,0.002356106,0.002877262,0.0007730633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004748119,"about_ca_system_score_gemma":0.01023872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454469,"about_ca_topic_score_gemma":0.01566102,"domain_scores_codex":[0.8712016,0.1025532,0.009931753,0.005561001,0.00841148,0.002340865],"domain_scores_gemma":[0.9420956,0.02802276,0.01413745,0.007644747,0.00601884,0.002080506],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9597582,0.007572133,0.003266295,0.002856323,0.005448352,0.00004053869,0.0005324958,0.0005347627,0.0007118399,0.0006230547,0.001125334,0.0175306],"study_design_scores_gemma":[0.9201367,0.06999051,0.004270563,0.0002461817,0.002464354,0.00001698647,0.0000803602,0.001155199,0.0003210413,0.0003434273,0.0009348419,0.00003975524],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5907089,0.006554545,0.02009867,0.002226365,0.002835171,0.3650467,0.004060563,0.001027309,0.007441832],"genre_scores_gemma":[0.7247392,0.001098507,0.03698232,0.00120829,0.0007262463,0.2321963,0.0007894231,0.00008946405,0.002170283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9130144,"threshold_uncertainty_score":0.4600293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8641016186276419,"score_gpt":0.7114456805152722,"score_spread":0.1526559381123697,"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."}}