{"id":"W2814319918","doi":"10.1002/pon.4837","title":"From evidence to implementation: The global challenge for psychosocial oncology","year":2018,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Psychosocial; Distress; Psychological intervention; Palliative care; Medicine; Depression (economics); Cancer; Population; Psychotherapist; Psychiatry; Psychology; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4715636,0.002826816,0.01059595,0.0102148,0.007155505,0.03966235,0.01518169,0.04475017,0.02209752],"category_scores_gemma":[0.6050805,0.003926481,0.006209997,0.007232631,0.04934505,0.06673985,0.04461526,0.08886943,0.005866339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02610028,"about_ca_system_score_gemma":0.1140525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006469853,"about_ca_topic_score_gemma":0.005203846,"domain_scores_codex":[0.615649,0.2695096,0.03608035,0.01608315,0.05404082,0.008637125],"domain_scores_gemma":[0.1934577,0.6813658,0.01632292,0.03022793,0.05014985,0.02847586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006365022,0.0006354047,0.001828156,0.01970653,0.001283652,0.0003983244,0.004821728,0.001758348,0.0004493837,0.1799579,0.3630951,0.4254289],"study_design_scores_gemma":[0.001020592,0.0009227113,0.001879416,0.05998548,0.0005534217,0.0003942088,0.008088832,0.001668636,0.0003542719,0.4269373,0.4978593,0.0003358062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002669991,0.05495366,0.002110184,0.9370406,0.004282429,0.00006169207,0.00005976846,0.00006878285,0.00115584],"genre_scores_gemma":[0.04831686,0.1560892,0.05374175,0.7021202,0.03482759,0.002003646,0.0004586452,0.0004470634,0.001995156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4715636,"threshold_uncertainty_score":0.6516562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034696925462575,"score_gpt":0.4998965801332598,"score_spread":0.3964268875870023,"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."}}