{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06945589,0.003306845,0.02611102,0.007997121,0.0008569068,0.007571194,0.004015309,0.005184484,0.004254868],"category_scores_gemma":[0.2217053,0.002610511,0.04676833,0.008295838,0.002127757,0.006161982,0.002818987,0.005602525,0.0005693899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003739509,"about_ca_system_score_gemma":0.004002351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004668153,"about_ca_topic_score_gemma":0.007860588,"domain_scores_codex":[0.9382713,0.04046613,0.01254627,0.003273553,0.004584779,0.000857936],"domain_scores_gemma":[0.7779398,0.1874343,0.02062972,0.006561473,0.006473777,0.0009609796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002099299,0.00003196895,0.002781136,0.5451821,0.412833,0.00008191092,0.0003614669,0.0003583324,0.0002417032,0.000558092,0.002074757,0.0333963],"study_design_scores_gemma":[0.001336791,0.0004984897,0.005611637,0.2365023,0.7426123,0.000150508,0.0002843329,0.0002616952,0.0002961595,0.002607748,0.009763278,0.00007471828],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001157031,0.9956786,0.0004743183,0.001735372,0.0004769346,0.00009099935,0.0001709481,0.00002271983,0.0001930753],"genre_scores_gemma":[0.09818394,0.8887269,0.003709385,0.00614667,0.001528871,0.0009065453,0.0004653694,0.00007529689,0.0002569003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06945589,"threshold_uncertainty_score":0.3673223,"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."}}