{"id":"W4372336625","doi":"10.1136/bmjopen-2022-066829","title":"Holistic needs assessment in outpatient cancer care: a randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Macmillan Cancer Support","keywords":"Medicine; Blinding; Randomized controlled trial; Feeling; Intervention (counseling); Family medicine; Psychological intervention; Patient satisfaction; Physical therapy; Conversation; Shared care; Nursing; Primary care; Surgery","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":[0.00650708,0.002123436,0.007513229,0.001153606,0.001055844,0.001861915,0.001576903,0.004531232,0.01529633],"category_scores_gemma":[0.01400817,0.001163363,0.002892695,0.001491353,0.001840799,0.002167047,0.001231013,0.003024118,0.001174533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134471,"about_ca_system_score_gemma":0.003776983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00204391,"about_ca_topic_score_gemma":0.003945926,"domain_scores_codex":[0.9913777,0.005997904,0.0007588158,0.0008204196,0.0005543526,0.0004907193],"domain_scores_gemma":[0.9944401,0.002471672,0.001364053,0.0003620482,0.0003426034,0.001019609],"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":[0.9761326,0.004830086,0.0002125751,0.005291538,0.0009133664,0.00004529365,0.0001226885,0.0001685387,0.0004134756,0.0001331647,0.0005221615,0.01121471],"study_design_scores_gemma":[0.9848024,0.01418224,0.0002576203,0.0001575875,0.000214685,0.000008370602,0.00001851561,0.00007952296,0.00003016616,0.00006824818,0.0001739424,0.000006664945],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8089093,0.02616216,0.003639918,0.002692868,0.003990305,0.14624,0.002532079,0.0005448337,0.005288577],"genre_scores_gemma":[0.7381,0.007922429,0.01115147,0.002141448,0.001422076,0.2341222,0.000660797,0.00004423047,0.004435294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529633,"threshold_uncertainty_score":0.05117136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4687575798638834,"score_gpt":0.5848008790198221,"score_spread":0.1160432991559387,"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."}}