{"id":"W1986739668","doi":"10.1016/j.jpsychores.2013.05.002","title":"Moving forward by moving back: Re-assessing guidelines for cancer distress screening","year":2013,"lang":"en","type":"letter","venue":"Journal of Psychosomatic Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Distress; Psychology; Psychiatry; Medicine; Clinical 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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003015808,0.0004869238,0.001433793,0.0008833408,0.0003202105,0.0006647517,0.0008523864,0.0007828472,0.001338832],"category_scores_gemma":[0.001387661,0.0003743701,0.0007642598,0.0005620046,0.0001738211,0.0005249847,0.0001315081,0.00411179,0.00002939458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005673213,"about_ca_system_score_gemma":0.0007334357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501233,"about_ca_topic_score_gemma":0.0001397422,"domain_scores_codex":[0.9926512,0.0004052116,0.002017522,0.0005346229,0.003204636,0.001186784],"domain_scores_gemma":[0.9903206,0.001448524,0.001245195,0.0007558918,0.005835427,0.0003943516],"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":[0.0001158696,0.00004183878,0.0008693328,0.003773462,0.000432677,0.0001270138,0.0004443085,0.000007774287,0.0008169783,0.000001160956,0.9334174,0.05995218],"study_design_scores_gemma":[0.001979827,0.000413645,0.0002933381,0.01979629,0.000302197,0.0001796259,0.002595873,0.001531673,0.0002415989,0.0004054094,0.9718042,0.0004563155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01084946,0.02125986,0.02046621,0.9406489,0.003093029,0.001637982,0.0001698217,0.000030992,0.001843727],"genre_scores_gemma":[0.0166849,0.01505932,0.0928711,0.6718717,0.121989,0.001459204,0.0007456873,0.001648936,0.07767019],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2687773,"threshold_uncertainty_score":0.9998708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2106144985144028,"score_gpt":0.4868192887982158,"score_spread":0.276204790283813,"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."}}