{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599564,0.0001969978,0.000429804,0.00007962037,0.00009948009,0.0000161151,0.0001691111,0.0001697766,0.0008058046],"category_scores_gemma":[0.00002385347,0.0001378197,0.00007776017,0.0002580413,0.0001048083,0.00008015397,0.00004092827,0.0003414894,0.000006386598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525101,"about_ca_system_score_gemma":0.0002640384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004039313,"about_ca_topic_score_gemma":0.04461481,"domain_scores_codex":[0.9986198,0.00008413414,0.0002479283,0.0003965499,0.0002039114,0.0004476555],"domain_scores_gemma":[0.9992505,0.0001170243,0.0001126369,0.0003198707,0.00007544478,0.0001244973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008677131,0.0009036438,0.7479257,0.0002145257,0.0004136035,0.00006495566,0.1924102,0.000007463525,0.001128443,0.0003980692,0.002263332,0.04559298],"study_design_scores_gemma":[0.01002193,0.004256583,0.8940076,0.0002975899,0.0003599667,0.00007675563,0.05073875,0.0001632769,0.0003496378,0.0000910706,0.03916442,0.0004723771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823426,0.0004472878,0.0009604819,0.001080259,0.0006388819,0.0008039636,0.00005896578,0.00007156842,0.01359602],"genre_scores_gemma":[0.9961144,0.0000659232,0.001466361,0.0007996621,0.0004690954,0.0006727027,0.00003122133,0.00004703057,0.0003335638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.146082,"threshold_uncertainty_score":0.9728185,"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."}}