{"id":"W4390451160","doi":"10.1002/pon.6281","title":"Managing cancer and living meaningfully (CALM): Implementation in Dutch cancer care","year":2023,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anxiety; Distress; Hospital Anxiety and Depression Scale; Intervention (counseling); Death anxiety; Depression (economics); Cancer; Physical therapy; Psychiatry; Clinical psychology; 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":[0.007627437,0.0001601547,0.0003728088,0.0002647227,0.0009843704,0.00117452,0.0008254636,0.0004413316,0.002127604],"category_scores_gemma":[0.01423057,0.0002027164,0.0004327062,0.0006503053,0.0005071123,0.0006704438,0.002520536,0.0006547247,0.0001413468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005799045,"about_ca_system_score_gemma":0.01451916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05205273,"about_ca_topic_score_gemma":0.08955919,"domain_scores_codex":[0.9947968,0.003566918,0.0003315372,0.0002707069,0.0005189477,0.0005150501],"domain_scores_gemma":[0.9950823,0.001522519,0.0009462962,0.0002040154,0.0006633915,0.001581569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002638919,0.007718888,0.2004443,0.005777804,0.0002849073,0.000580876,0.03023164,0.001248497,0.003716904,0.0007403329,0.007176755,0.7394401],"study_design_scores_gemma":[0.002844189,0.01223294,0.9253808,0.001814345,0.0002639278,0.000427335,0.02466267,0.001812043,0.001481221,0.0004102733,0.02855634,0.000114053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892342,0.002411715,0.0006670281,0.002191801,0.00006462293,0.001677614,0.0002865052,0.0000209495,0.003445513],"genre_scores_gemma":[0.9888685,0.001763478,0.005072814,0.000680915,0.00002706635,0.002494785,0.0003277442,0.00001234639,0.0007522967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05205273,"threshold_uncertainty_score":0.1034995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03072277963651684,"score_gpt":0.4177974319918348,"score_spread":0.387074652355318,"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."}}