{"id":"W4362660767","doi":"10.1186/s13063-023-07271-7","title":"The Canadian Healthy Life Trajectories Initiative (HeLTI) Trial: a study protocol for monitoring fidelity of a preconception-lifestyle behaviour intervention","year":2023,"lang":"en","type":"article","venue":"Trials","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Women's College Hospital; University of Toronto; University of Alberta; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Fidelity; Intervention (counseling); Psychological intervention; Medicine; Protocol (science); Randomized controlled trial; Nursing; Alternative medicine; Computer science","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":[0.09088545,0.003911848,0.004319113,0.002926301,0.006895775,0.004322563,0.004778709,0.004724433,0.04214925],"category_scores_gemma":[0.05968896,0.002707999,0.003843679,0.004558643,0.003067547,0.002863231,0.002545111,0.006006316,0.005678178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03096083,"about_ca_system_score_gemma":0.1363293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2005883,"about_ca_topic_score_gemma":0.3031777,"domain_scores_codex":[0.9359514,0.04001826,0.006954845,0.003831357,0.009196033,0.004048178],"domain_scores_gemma":[0.9727438,0.006396954,0.004551664,0.004157872,0.009250119,0.002899503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3698799,0.01674797,0.007187519,0.03501611,0.00303296,0.0004957945,0.005982772,0.004982772,0.002771998,0.03114004,0.2760605,0.2467017],"study_design_scores_gemma":[0.6129211,0.02018922,0.03337238,0.01432038,0.002153908,0.0001604326,0.0008389418,0.004567703,0.002358568,0.00875097,0.2998846,0.0004817343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001349947,0.0002500788,0.002352781,0.0003725769,0.000141678,0.9886685,0.00401592,0.00009552611,0.002752931],"genre_scores_gemma":[0.001808637,0.00009061083,0.003531133,0.0001700378,0.00001885167,0.9935675,0.0003927449,0.000009462904,0.0004110165],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2005883,"threshold_uncertainty_score":0.4806539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8739059943218119,"score_gpt":0.7493092332738758,"score_spread":0.1245967610479362,"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."}}