{"id":"W4248567994","doi":"10.32920/ryerson.14639580.v1","title":"Timing for delivering individualized patient education intervention to coronary artery bypass graft patients: A RCT","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"University of Toronto; University Health Network","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Anxiety; Intervention (counseling); Patient education; Physical therapy; Nursing; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009242089,0.0007186308,0.001644212,0.0007126854,0.0009451759,0.001337514,0.0008887965,0.002717142,0.006492857],"category_scores_gemma":[0.02159443,0.0008594847,0.002428763,0.0009146137,0.0006837542,0.002012522,0.001197241,0.002415031,0.000465096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00229848,"about_ca_system_score_gemma":0.007110486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003458539,"about_ca_topic_score_gemma":0.005844719,"domain_scores_codex":[0.9884454,0.007787246,0.001520292,0.0007695395,0.0008340917,0.0006434669],"domain_scores_gemma":[0.9888477,0.00614827,0.002709941,0.0005298374,0.0003977826,0.001366477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5444311,0.1866281,0.01673738,0.01812249,0.004747205,0.000302933,0.002634692,0.001361276,0.002863581,0.0005977081,0.001650193,0.2199233],"study_design_scores_gemma":[0.6747873,0.2862434,0.02606099,0.002861246,0.004363059,0.00009527711,0.0008962687,0.0008759288,0.001126731,0.0003637235,0.002238246,0.00008785822],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696504,0.003236054,0.001258736,0.0007640278,0.0005964673,0.0224497,0.00027123,0.00007687657,0.001696414],"genre_scores_gemma":[0.9476487,0.002789865,0.008022423,0.001090738,0.0003656407,0.03912372,0.0001876593,0.00001424369,0.0007570141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009242089,"threshold_uncertainty_score":0.04887742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275786604342131,"score_gpt":0.3644636483862213,"score_spread":0.3317057823428,"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."}}