{"id":"W4404549908","doi":"10.21203/rs.3.rs-5327522/v1","title":"Comparison of the sustainability of the impact of team-based versus individual clinician-focused training of primary care professionals in serious illness conversations on caregiver burden of care: a secondary analysis of a cluster randomized trial","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; Université Laval","funders":"","keywords":"Caregiver burden; Conversation; Medicine; Randomized controlled trial; Intervention (counseling); Health care; Family medicine; Nursing; Psychology; Disease","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":[0.01487664,0.002470384,0.005771886,0.0008364709,0.0008329056,0.001903164,0.00221629,0.004110745,0.01140801],"category_scores_gemma":[0.03198282,0.001259751,0.007420537,0.0008391704,0.002753101,0.003394279,0.001845552,0.004774023,0.0009265252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856734,"about_ca_system_score_gemma":0.003983424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231736,"about_ca_topic_score_gemma":0.002974913,"domain_scores_codex":[0.9803021,0.01395985,0.001487355,0.002244429,0.0008407691,0.001165382],"domain_scores_gemma":[0.9743711,0.01698093,0.003222078,0.00209174,0.001016637,0.002317523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9878209,0.003757417,0.0004026302,0.0004283371,0.002232582,0.00001108272,0.00007317759,0.0003779095,0.0002532994,0.00009410654,0.0001430163,0.004405487],"study_design_scores_gemma":[0.8928709,0.09976114,0.00267257,0.0001049688,0.00256581,0.00001007666,0.00006872173,0.001037037,0.0003299509,0.0003507518,0.0001970215,0.0000310161],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856433,0.002465761,0.001655214,0.0005304008,0.001058479,0.006189466,0.0005604217,0.00009928573,0.001797715],"genre_scores_gemma":[0.9892299,0.0005601792,0.002661843,0.0002718718,0.0003714357,0.005463639,0.0003024322,0.00003286139,0.001105747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01487664,"threshold_uncertainty_score":0.07867616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901514037495568,"score_gpt":0.5382623628421039,"score_spread":0.3481109590925471,"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."}}