{"id":"W2001204773","doi":"10.1016/j.jpsychores.2013.04.002","title":"A commentary on 'Effects of screening for psychological distress on patient outcomes in cancer: A systematic review'","year":2013,"lang":"en","type":"letter","venue":"Journal of Psychosomatic Research","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tinnitus; Distress; Medicine; Hearing loss; Vertigo; Audiology; Feeling; Depressive symptoms; Clinical psychology; Psychiatry; Psychology; Anxiety; Surgery","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":[0.05493902,0.001548596,0.006338748,0.003591769,0.003608131,0.004513898,0.004916528,0.04549707,0.006239218],"category_scores_gemma":[0.2595371,0.00221029,0.005337334,0.004371444,0.00540326,0.00461402,0.003586133,0.0335519,0.002555644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01180051,"about_ca_system_score_gemma":0.02327402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01855057,"about_ca_topic_score_gemma":0.04419677,"domain_scores_codex":[0.9408237,0.02861092,0.01391662,0.003882893,0.01061671,0.002149144],"domain_scores_gemma":[0.6879866,0.2486466,0.02707748,0.003562216,0.02446316,0.008263987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002999856,0.00002002462,0.0004773441,0.004001963,0.0004209074,0.0002988001,0.0002140325,0.00004469863,0.00005939309,0.0005082652,0.9878109,0.005843642],"study_design_scores_gemma":[0.005477127,0.0005667874,0.005893443,0.04585592,0.007494231,0.001429871,0.001248279,0.0007339022,0.0005385965,0.008123359,0.9222785,0.0003599852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000263379,0.01142017,0.00009556271,0.9129633,0.07408857,0.00007303496,0.0005011485,0.0000242039,0.0005706722],"genre_scores_gemma":[0.001775469,0.002986633,0.0002711873,0.9464459,0.0475347,0.0002093489,0.00005763665,0.0000238236,0.0006953233],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05493902,"threshold_uncertainty_score":0.2905487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09798105781688193,"score_gpt":0.4631514838522682,"score_spread":0.3651704260353862,"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."}}