{"id":"W1831794235","doi":"10.1136/bmjopen-2014-006840","title":"Evaluating holistic needs assessment in outpatient cancer care—a randomised controlled trial: the study protocol","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Macmillan Cancer Support","keywords":"Medicine; Intervention (counseling); Feeling; Family medicine; Randomized controlled trial; Outpatient clinic; Protocol (science); Clinical trial; Conversation; Alternative medicine; Nursing; Internal medicine","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":[0.01718709,0.005015876,0.01135801,0.001882782,0.001924105,0.003432808,0.002861135,0.007446836,0.04027975],"category_scores_gemma":[0.02211992,0.002030948,0.004695439,0.002544303,0.00305869,0.00270716,0.001700586,0.004812168,0.005262417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003292721,"about_ca_system_score_gemma":0.01112964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341701,"about_ca_topic_score_gemma":0.004286956,"domain_scores_codex":[0.9827389,0.01211216,0.001379842,0.001241206,0.001091639,0.001436305],"domain_scores_gemma":[0.9909463,0.003845363,0.001964585,0.0008503584,0.001011081,0.001382275],"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":[0.9541492,0.007616868,0.0005648969,0.01430449,0.001996977,0.0001359906,0.000256295,0.0007755465,0.0007166014,0.001274032,0.00325394,0.01495517],"study_design_scores_gemma":[0.980399,0.01463829,0.0005435998,0.0007401994,0.0005716434,0.00001893006,0.00004900383,0.0004513147,0.0001197009,0.0005124176,0.001927185,0.00002887347],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01845554,0.001432025,0.001485447,0.0004553798,0.0008050689,0.9745954,0.001217973,0.0001221865,0.001430916],"genre_scores_gemma":[0.01193035,0.0003611904,0.001963029,0.0002351275,0.00009920969,0.9845625,0.0001142336,0.000004157216,0.0007302216],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04027975,"threshold_uncertainty_score":0.1347492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7350659878552896,"score_gpt":0.6767409019737037,"score_spread":0.05832508588158591,"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."}}