{"id":"W2886947806","doi":"10.1097/jcn.0000000000000508","title":"Of Sound Heart and Mind","year":2018,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Nursing","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Movember Foundation","keywords":"Anxiety; Depression (economics); Medicine; Mental health; Disease; Personality; Clinical psychology; Psychiatry; MEDLINE; Heart disease; Population; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002261416,0.00006832046,0.0004697049,0.00008050782,0.00008707756,0.000004324242,0.00003976548,0.00004083811,0.000008468955],"category_scores_gemma":[0.00005786377,0.00004355498,0.0004033625,0.0001108545,0.0002608128,0.00004724242,0.000008873661,0.000174122,0.000002403167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007964076,"about_ca_system_score_gemma":0.0001688438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001943066,"about_ca_topic_score_gemma":5.627251e-7,"domain_scores_codex":[0.998849,0.0001594485,0.0003231614,0.00005750154,0.0004343988,0.0001764303],"domain_scores_gemma":[0.9991839,0.00005952798,0.0001156439,0.0002306525,0.0002114171,0.0001988588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007247234,0.0005561512,0.01109247,0.001516814,0.004300792,0.0001012018,0.02272007,0.00009466526,0.02258659,0.0001655007,0.009873196,0.9197453],"study_design_scores_gemma":[0.02104878,0.0127047,0.3402689,0.007933253,0.01689285,0.1280718,0.01490599,0.0002081223,0.09347411,0.002772169,0.3610739,0.0006455195],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736219,0.02122644,0.0008937879,0.001221501,0.0005343539,0.0001627154,9.447583e-7,0.000002019963,0.002336329],"genre_scores_gemma":[0.9974931,0.0005463336,0.0008700597,0.0002141986,0.0008490952,1.573659e-7,2.372262e-7,0.000009913943,0.00001686162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9190998,"threshold_uncertainty_score":0.1776121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589626735493556,"score_gpt":0.3367343933766094,"score_spread":0.3108381260216738,"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."}}