{"id":"W2903971476","doi":"10.2196/11123","title":"Evaluation of an E-Learning Training Program to Support Implementation of a Group-Based, Theory-Driven, Self-Management Intervention For Osteoarthritis and Low-Back Pain: Pre-Post Study","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"University College Dublin; Health Service Executive; Health Research Board","keywords":"Likert scale; Physical therapy; Intervention (counseling); Psychology; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1408302,0.0001067394,0.0003315089,0.0007043984,0.000214865,0.00003387194,0.0004877784,0.000101297,0.002270901],"category_scores_gemma":[0.00744953,0.00008943234,0.00007133937,0.0004691884,0.0002120965,0.0002817666,0.0002059625,0.0006201047,0.000009416243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106311,"about_ca_system_score_gemma":0.001256897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002882553,"about_ca_topic_score_gemma":0.002363743,"domain_scores_codex":[0.9801831,0.01233858,0.002018547,0.0002758184,0.004592365,0.0005915687],"domain_scores_gemma":[0.9916474,0.002273862,0.000881493,0.000177284,0.004510948,0.0005090255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000637643,0.000642001,0.01121548,0.0009709258,0.00009047629,0.00000470847,0.07902525,0.000005095322,0.0001630584,0.0002881265,0.001300342,0.9056569],"study_design_scores_gemma":[0.04181074,0.2269794,0.07990409,0.006030784,0.0002665472,0.00002363112,0.5812629,0.04814741,0.0008836769,0.00110704,0.01324873,0.0003349588],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815093,0.000009602505,0.01120696,0.002067362,0.0002012,0.004880901,0.0000147507,0.00001170897,0.0000981784],"genre_scores_gemma":[0.9951489,0.000006696676,0.003553671,0.0003973004,0.0002408464,0.0005746676,0.00001179263,0.00001714767,0.00004900364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.905322,"threshold_uncertainty_score":0.9986411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4530949015315273,"score_gpt":0.6963968858208107,"score_spread":0.2433019842892835,"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."}}