{"id":"W1570927137","doi":"10.1002/pon.2102","title":"Screening for distress, the sixth vital sign: examining self‐referral in people with cancer over a one‐year period","year":2011,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Alberta Cancer Foundation","keywords":"Psychosocial; Medicine; Referral; Distress; Population; Anxiety; Family medicine; Psychiatry; Clinical psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001045172,0.0001841275,0.0003218941,0.001257037,0.001117116,0.0006066192,0.0005860525,0.0003508021,0.0009167259],"category_scores_gemma":[0.003640585,0.0001894837,0.0004548426,0.001630064,0.0004240781,0.0004971353,0.0007336802,0.0007281164,0.0001516168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003274767,"about_ca_system_score_gemma":0.00269478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3223429,"about_ca_topic_score_gemma":0.5137337,"domain_scores_codex":[0.999319,0.0001070784,0.00008506819,0.00005756298,0.0002568097,0.000174516],"domain_scores_gemma":[0.9983081,0.0001226158,0.0007398816,0.00002783109,0.0004205565,0.0003810688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003170338,0.00004142554,0.9962979,0.00002603411,0.00001323121,0.0000443828,0.0006409575,0.00001903812,0.00006566312,0.000004121057,0.0002069968,0.002608549],"study_design_scores_gemma":[0.000001339526,0.00006777256,0.998876,0.000006991319,0.00000508018,0.00004393543,0.0008253066,0.00003773723,0.00001389601,0.000002889353,0.0001167856,0.000002196729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984031,0.0002248481,0.00003282677,0.0001298227,0.00000691167,0.00008847747,0.0004490772,0.000004532153,0.000660459],"genre_scores_gemma":[0.9989874,0.0002103565,0.0001187726,0.00005616126,0.000006559385,0.00003943683,0.000372169,0.00000106912,0.0002081222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3223429,"threshold_uncertainty_score":0.6409333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0735126169786313,"score_gpt":0.3382612532839523,"score_spread":0.264748636305321,"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."}}