{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002639972,0.0001075042,0.0001820324,0.0001711612,0.0001770235,0.00002777138,0.00005687608,0.00006175133,0.0001723143],"category_scores_gemma":[0.00009346345,0.00008778134,0.00003816689,0.0003247142,0.00008238597,0.0001966314,0.00003114018,0.0005216164,0.000006458486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012564,"about_ca_system_score_gemma":0.00007660202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002711467,"about_ca_topic_score_gemma":0.001765898,"domain_scores_codex":[0.9990953,0.00005608106,0.0002499516,0.000137643,0.0002434068,0.0002175707],"domain_scores_gemma":[0.9993175,0.00002683455,0.0001138076,0.000121169,0.0002016481,0.0002190808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001504786,0.00003742542,0.9843257,0.000013861,0.00000976949,0.00001088555,0.002272609,0.000004010661,0.0001661254,0.000006602515,0.00108063,0.01192187],"study_design_scores_gemma":[0.001831273,0.0001293143,0.9929956,0.0003113488,0.00003087557,0.00005114282,0.0009053814,0.00008236015,0.0005086396,0.0001298304,0.002917871,0.0001063476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961999,0.0006193587,0.00007479412,0.0001938023,0.0007960725,0.0001403942,0.000005239038,0.00001333145,0.001957072],"genre_scores_gemma":[0.9983007,0.0003940426,0.0001119175,0.0001872963,0.0005788664,0.00001182557,0.000004781784,0.00001690632,0.0003936149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01181553,"threshold_uncertainty_score":0.3579619,"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."}}