{"id":"W3179451794","doi":"10.1002/nur.22168","title":"Depressive symptoms among cancer patients: Variation by gender, cancer type, and social engagement","year":2021,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Family Support in Illness","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"Korea University","keywords":"Cancer; Variation (astronomy); Medicine; Clinical psychology; Psychology; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000640273,0.0001428666,0.0002739512,0.0004734755,0.0002503197,0.0004230211,0.0002022428,0.0002301389,0.0008257414],"category_scores_gemma":[0.002356692,0.0001119151,0.0004044339,0.00075257,0.0001680678,0.0002809091,0.0003806154,0.0002376484,0.0001104264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750336,"about_ca_system_score_gemma":0.0002030756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004128216,"about_ca_topic_score_gemma":0.01035338,"domain_scores_codex":[0.9996133,0.0001148095,0.000062923,0.00008975869,0.0000494219,0.00006971799],"domain_scores_gemma":[0.9989406,0.0002374839,0.0004577748,0.00007278933,0.00011449,0.0001769542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005017773,0.00001236015,0.9979225,0.000008988437,0.00005565313,0.00002279148,0.0001851243,0.00001424646,0.0001032339,0.00001398576,0.00008019418,0.001530917],"study_design_scores_gemma":[0.000002553862,0.0000216651,0.9994197,0.000004582066,0.00001639933,0.00004496487,0.0003007719,0.00006779884,0.00001481484,0.0000189506,0.00008549368,0.000002252508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991616,0.0002804963,0.0000583047,0.00003863869,0.000005343637,0.000005780279,0.0002258264,0.000001478481,0.0002225606],"genre_scores_gemma":[0.9996448,0.00006599502,0.00002875415,0.0000196451,0.000002166433,0.000005133414,0.0001786293,7.235833e-7,0.00005421534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004128216,"threshold_uncertainty_score":0.008208394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096201271939922,"score_gpt":0.4807331094085536,"score_spread":0.3711129822145614,"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."}}