{"id":"W2065609991","doi":"10.3747/co.21.1794","title":"Screening for Distress in Patients with Cancer: Methodologic Considerations","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Élisabeth Bruyère Hospital; University of Ottawa","funders":"","keywords":"Distress; Medicine; Protocol (science); Health care; Family medicine; Alternative medicine; Nursing; Clinical psychology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.6796941,0.001863333,0.003060583,0.007922876,0.004048954,0.009039117,0.006593059,0.002857864,0.002146058],"category_scores_gemma":[0.6931819,0.001669967,0.002918065,0.009294026,0.01207127,0.005573949,0.005630388,0.004235775,0.0005280557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009346362,"about_ca_system_score_gemma":0.02780698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167511,"about_ca_topic_score_gemma":0.04630513,"domain_scores_codex":[0.2547086,0.6387966,0.05841818,0.00407483,0.04215404,0.001847794],"domain_scores_gemma":[0.2885588,0.5951516,0.02330838,0.03321259,0.05793845,0.00183026],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003440248,0.003629636,0.3709505,0.03481426,0.004069224,0.001597289,0.06089091,0.003358421,0.00160742,0.07503645,0.03649976,0.4041059],"study_design_scores_gemma":[0.004843756,0.01161246,0.2947993,0.1139804,0.007399358,0.005998824,0.05760355,0.03866731,0.009567881,0.1451014,0.3087344,0.001691191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1543123,0.05578974,0.3735276,0.0983074,0.01331393,0.2665328,0.00347712,0.0004103495,0.03432876],"genre_scores_gemma":[0.3049744,0.007359615,0.3898968,0.01611854,0.002043545,0.2767247,0.0007418936,0.0001860543,0.001954425],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6796941,"threshold_uncertainty_score":0.3949943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066964053527734,"score_gpt":0.4501168325373229,"score_spread":0.2434204271845495,"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."}}