{"id":"W2782178733","doi":"10.1186/s12905-017-0501-0","title":"The association between hope, marital status, depression and persistent pain in men and women following cardiac surgery","year":2018,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Lawrence College","funders":"Helse Sør-Øst RHF","keywords":"Medicine; Depression (economics); Marital status; Cardiac surgery; Randomized controlled trial; Physical therapy; Internal medicine; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008533957,0.0001570548,0.0004272882,0.0001136353,0.0004749107,0.0000978111,0.00007546476,0.0001290707,0.00002132826],"category_scores_gemma":[0.0002122044,0.0001297291,0.00006837487,0.0001910138,0.00004834874,0.0001181623,0.00007865209,0.0001911377,0.0000117999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008844067,"about_ca_system_score_gemma":0.000177359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000835537,"about_ca_topic_score_gemma":0.000101811,"domain_scores_codex":[0.9966745,0.0012645,0.0003948043,0.0003840199,0.0002402861,0.001041878],"domain_scores_gemma":[0.9976438,0.001592307,0.0001939307,0.000233833,0.00002966936,0.0003064475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007463925,0.00002150538,0.9075885,0.00003362683,0.0000998326,0.000001405103,0.02835474,2.693419e-7,0.000002436034,0.00002156636,0.002716073,0.06108537],"study_design_scores_gemma":[0.0006018312,0.00026437,0.9551674,0.00005070491,0.00001184544,6.354481e-7,0.02572125,0.0000354526,0.000001421233,0.0001601144,0.01780944,0.0001755386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916685,0.001650907,0.00001924137,0.0003136826,0.0004199164,0.0003991408,0.00001787607,0.00003550397,0.005475191],"genre_scores_gemma":[0.997485,0.000501862,0.0000866604,0.0002649795,0.0002973128,0.0001080143,0.0000167475,0.00002677859,0.001212641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06090984,"threshold_uncertainty_score":0.5290201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618013881666048,"score_gpt":0.2885834155450036,"score_spread":0.2724032767283431,"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."}}