{"id":"W6959571566","doi":"10.11575/prism/33682","title":"Screening for distress, the 6th vital sign: common problems in cancer outpatients over one year in usual care: associations with marital status, sex, and age","year":2012,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Alberta Health Services; Alberta Cancer Foundation; Cancer Research Institute","keywords":"Cancer; Marital status; MEDLINE; Disease; Epidemiology; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000265773,0.0002103192,0.0002527261,0.0009827727,0.0002862307,0.0003119614,0.0004593155,0.0002833644,0.007265182],"category_scores_gemma":[0.002477502,0.0001722255,0.0002638081,0.001710027,0.000105622,0.0003175984,0.0005174635,0.0004248411,0.0005718703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910433,"about_ca_system_score_gemma":0.0003624268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02817667,"about_ca_topic_score_gemma":0.05175505,"domain_scores_codex":[0.9998331,0.00003721494,0.00002520799,0.00002846509,0.00004017415,0.00003584354],"domain_scores_gemma":[0.9992648,0.00009434349,0.0003615504,0.00002583508,0.00008354951,0.0001699758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003587792,0.0001279829,0.9707724,0.0002154097,0.00003996199,0.000134079,0.0001733845,0.00003072235,0.0001493515,0.00003269569,0.006371427,0.02159388],"study_design_scores_gemma":[0.00001499668,0.00004282085,0.9992951,0.0000363883,0.00001462319,0.00009180843,0.0001038092,0.00004256836,0.00001903493,0.00001779587,0.0003183628,0.000002748676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604056,0.002458869,0.0001966623,0.0006558491,0.00004377896,0.0001186407,0.0283081,0.00007723008,0.007735352],"genre_scores_gemma":[0.984368,0.00156952,0.0005100999,0.0001337072,0.00003660819,0.00007551197,0.01064039,0.00001508743,0.002651131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02817667,"threshold_uncertainty_score":0.05602533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744393052788519,"score_gpt":0.2275565806664982,"score_spread":0.210112650138613,"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."}}