{"id":"W2984454558","doi":"10.1111/nhs.12658","title":"Patterns of patient coping following hospital discharge from medical and surgical units: A pilot study","year":2019,"lang":"en","type":"article","venue":"Nursing and Health Sciences","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; University of Fredericton; University of New Brunswick","funders":"","keywords":"Coping (psychology); Medicine; Orthopedic surgery; Longitudinal study; Coping behavior; Clinical psychology; Psychiatry","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":[0.002751521,0.0003823101,0.0005057448,0.0007692919,0.001158483,0.0008658833,0.0004472014,0.0007356924,0.001548677],"category_scores_gemma":[0.00747575,0.0004231349,0.0004965331,0.0005672284,0.0005084375,0.0009630003,0.0008846329,0.001134246,0.0003978082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005231238,"about_ca_system_score_gemma":0.0007651493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662085,"about_ca_topic_score_gemma":0.002538743,"domain_scores_codex":[0.998818,0.000592237,0.00008504323,0.00008636517,0.0001371177,0.0002812435],"domain_scores_gemma":[0.9965531,0.0009437869,0.00082677,0.0002345103,0.0003536535,0.001088212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002499322,0.007412485,0.9475101,0.00008155848,0.00009114573,0.001065319,0.01955035,0.0001168602,0.002243046,0.00005710421,0.0002968729,0.01907584],"study_design_scores_gemma":[0.0002140993,0.01896059,0.9597448,0.00003052814,0.00003972009,0.0008625762,0.01849408,0.0003276101,0.000481921,0.00007738109,0.0007184687,0.00004811056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997519,0.00001887564,0.00004023453,0.00002189344,0.000001858268,0.00004084405,0.00002277869,0.000001216974,0.0001004037],"genre_scores_gemma":[0.9994007,0.0000360911,0.0001755636,0.00005185841,0.000007362918,0.0001218748,0.00006204839,8.808524e-7,0.0001436123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002751521,"threshold_uncertainty_score":0.01455158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512565169681155,"score_gpt":0.4212291326602919,"score_spread":0.3561034809634804,"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."}}