{"id":"W1761449500","doi":"10.1002/pon.2035","title":"Psychological treatment outcomes for cancer patients: what do meta‐analyses tell us about distress reduction?","year":2011,"lang":"en","type":"review","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Cancer Council NSW; Canadian Institutes of Health Research","keywords":"Moderation; Distress; Anxiety; Confounding; Clinical psychology; Meta-analysis; Medicine; Depression (economics); Cancer; Psychology; Psychiatry; Internal medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002366471,0.001022961,0.005734486,0.0003191657,0.0001350492,0.00006989441,0.000382869,0.001111458,0.00268539],"category_scores_gemma":[0.00005353551,0.0005970592,0.003322786,0.0003805914,0.0002514874,0.0001460258,0.00005097902,0.000488443,0.0001106705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405193,"about_ca_system_score_gemma":0.0003528615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009938834,"about_ca_topic_score_gemma":0.001107107,"domain_scores_codex":[0.995917,0.000435278,0.001271111,0.001391375,0.0002839185,0.0007012712],"domain_scores_gemma":[0.9968953,0.0004167575,0.0008933724,0.001058112,0.0003323816,0.0004040367],"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":[0.0003358017,0.002520917,0.0005031421,0.002797682,0.01278346,0.00001653392,0.0008905543,1.590612e-7,3.072668e-7,0.00003870451,0.003864809,0.9762479],"study_design_scores_gemma":[0.002079797,0.002811985,0.0002693136,0.00161805,0.05102149,0.00006591728,0.0004679759,9.908645e-8,0.000002166973,0.00004863066,0.9411015,0.0005130949],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003756247,0.9820058,0.00002634571,0.0003067477,0.01048269,0.003237192,0.0008865267,0.00009932028,0.002579722],"genre_scores_gemma":[0.0001933991,0.9853935,0.0002173334,0.0004311683,0.001177329,0.008612251,0.0009710705,0.0001218981,0.002882094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9757348,"threshold_uncertainty_score":0.9996481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2691600915301107,"score_gpt":0.5217286164914051,"score_spread":0.2525685249612944,"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."}}