{"id":"W2799782219","doi":"10.1177/0300891618765546","title":"Relationships among unmet needs, depression, and anxiety in non–advanced cancer patients","year":2018,"lang":"en","type":"article","venue":"Tumori Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Depression (economics); Referral; Distress; Cohort; Clinical psychology; Psychiatry; Outpatient clinic; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005335741,0.0001201271,0.000221042,0.0008036818,0.0003386293,0.0004793632,0.0002075672,0.0003030344,0.001851647],"category_scores_gemma":[0.002889633,0.0001716908,0.0002519543,0.0007410877,0.0002099191,0.0003449221,0.0004110131,0.0003630368,0.0001131951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939549,"about_ca_system_score_gemma":0.0002598225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003728403,"about_ca_topic_score_gemma":0.006411805,"domain_scores_codex":[0.9996533,0.0001057811,0.00005546795,0.00003815472,0.00007803064,0.00006926944],"domain_scores_gemma":[0.9974382,0.0006449535,0.001179052,0.00004467971,0.0001762379,0.0005168936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004447516,0.0000265881,0.9988912,0.000009076934,0.00002088959,0.00004474031,0.00007813588,0.00001643428,0.00003229973,0.000005391442,0.00004629477,0.0007844873],"study_design_scores_gemma":[0.000002888861,0.00005090941,0.99949,0.000003929518,0.000005614284,0.0001243921,0.0001745567,0.00007308415,0.00000788527,0.000009156955,0.00005593257,0.000001552841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995567,0.0001276746,0.00001075489,0.00004667062,0.000001553742,0.000004624287,0.00008960164,5.989402e-7,0.0001618112],"genre_scores_gemma":[0.9997844,0.00005167921,0.00002470388,0.00001323576,0.000003155243,0.000004384852,0.00008122578,3.138918e-7,0.00003698087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003728403,"threshold_uncertainty_score":0.007413387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317189206547847,"score_gpt":0.2686844876278196,"score_spread":0.2555125955623411,"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."}}