{"id":"W4385412015","doi":"10.1136/bmjopen-2023-072322","title":"Evaluation of Managing Cancer and Living Meaningfully (CALM) in people with advanced non-small cell lung cancer treated with immunotherapies or targeted therapies: protocol for a single-arm, mixed-methods pilot study","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Peter MacCallum Foundation; Peter MacCallum Cancer Centre","keywords":"Medicine; Lung cancer; Population; Cancer; Cognitive reframing; Research ethics; Intervention (counseling); Distress; Family medicine; Nursing; Oncology; Internal medicine; Psychiatry; Psychotherapist","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":[0.03029741,0.002828111,0.004179304,0.002045293,0.003694181,0.002222703,0.003763341,0.003865844,0.02455583],"category_scores_gemma":[0.01612675,0.002095706,0.005324768,0.001949669,0.001926798,0.001997722,0.002674467,0.004489565,0.003668287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004725993,"about_ca_system_score_gemma":0.01602559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814475,"about_ca_topic_score_gemma":0.004718062,"domain_scores_codex":[0.9853784,0.009259902,0.001792097,0.0008360209,0.001379585,0.001354001],"domain_scores_gemma":[0.9903433,0.002827489,0.001721225,0.0009272301,0.002388953,0.001791901],"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":[0.3766972,0.2296124,0.01988027,0.05221473,0.002439483,0.001362652,0.01532075,0.00737883,0.008301889,0.004959157,0.02154516,0.2602875],"study_design_scores_gemma":[0.4929227,0.340126,0.07159906,0.007829084,0.00136266,0.0003197992,0.009087315,0.003535531,0.004224325,0.004766768,0.06376918,0.0004576242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.009963909,0.00008326825,0.0006135118,0.00008563564,0.00003778247,0.9883345,0.0004230982,0.00001620885,0.0004420334],"genre_scores_gemma":[0.003848116,0.00008461095,0.001639214,0.00006458057,0.000008841747,0.9940947,0.00009682338,0.000001174577,0.0001619623],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03029741,"threshold_uncertainty_score":0.16023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09770332080518625,"score_gpt":0.4460963787511632,"score_spread":0.348393057945977,"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."}}