{"id":"W4255353355","doi":"10.5737/23688076274328337","title":"Systematic screening of distress: Portraits and cross-examination of the various stakeholders’ perceptions, clinical perspectives, and research—Part 2","year":2017,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Juravinski Hospital","funders":"Association canadienne des infirmières en oncologie; F. Hoffmann-La Roche","keywords":"Distress; Anxiety; Medicine; Depression (economics); Portrait; Clinical psychology; Psychology; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02376044,0.0003203013,0.0003526497,0.003710157,0.002543909,0.002334405,0.0006788546,0.0009200966,0.001263737],"category_scores_gemma":[0.02442809,0.0004124223,0.0005082078,0.002510396,0.002429074,0.00394193,0.005362975,0.001178655,0.0001584259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001976123,"about_ca_system_score_gemma":0.002849888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253328,"about_ca_topic_score_gemma":0.006880672,"domain_scores_codex":[0.9896833,0.007390488,0.0007978645,0.0004370369,0.001230917,0.0004603863],"domain_scores_gemma":[0.9815895,0.01054712,0.00339685,0.001209101,0.002543914,0.0007135397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009751355,0.0000607691,0.1032875,0.001461313,0.00006053633,0.0009563901,0.7999873,0.000108896,0.005168661,0.002086647,0.002373943,0.08435062],"study_design_scores_gemma":[0.00001681694,0.0002336444,0.156358,0.001678657,0.00005445318,0.002969765,0.804786,0.0005033122,0.00316853,0.002429996,0.02773182,0.00006902394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756185,0.004407825,0.008535711,0.004809834,0.0001475056,0.0003628253,0.00018989,0.00003268735,0.005895277],"genre_scores_gemma":[0.9873281,0.002536678,0.007430125,0.001168393,0.00007207137,0.0004988871,0.0001829524,0.00002306402,0.0007597799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02376044,"threshold_uncertainty_score":0.1256587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489071174728573,"score_gpt":0.4427926129175661,"score_spread":0.2938854954447088,"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."}}