{"id":"W4205371525","doi":"10.3138/jmvfh-co19-007","title":"Soldiering on only goes so far: How a qualitative study on Veteran loneliness in New Zealand influenced support during COVID-19 lockdown","year":2020,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Psychology; Sociology; Medicine; Virology; Social psychology; Outbreak; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01103266,0.0008097027,0.001212196,0.002173187,0.02998323,0.009139324,0.003027181,0.002771624,0.006701124],"category_scores_gemma":[0.02139146,0.001224345,0.0005512691,0.00217221,0.01807031,0.007645621,0.01059569,0.009350133,0.0004717883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01749427,"about_ca_system_score_gemma":0.02323068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2871259,"about_ca_topic_score_gemma":0.5536824,"domain_scores_codex":[0.9932011,0.003712025,0.0002870843,0.0004099561,0.0005976958,0.001792216],"domain_scores_gemma":[0.9814273,0.009909628,0.001883221,0.0004222779,0.00202026,0.004337342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006655836,0.000009915919,0.00157755,0.00001952628,0.000001615854,0.0001154343,0.9975548,0.000002174137,0.0000568106,0.0001628147,0.0001199621,0.0003727305],"study_design_scores_gemma":[6.611749e-7,0.000004556128,0.001126235,0.0000247636,9.40298e-7,0.00001348516,0.9981322,0.000002851081,0.000007772122,0.00001982399,0.0006637994,0.000002991072],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908937,0.0004616469,0.0002108949,0.002996976,0.0001303082,0.00008824291,0.00007419114,0.000006085404,0.005138022],"genre_scores_gemma":[0.9941633,0.0004792275,0.0002021215,0.0009420108,0.00002259294,0.0001623496,0.00004118965,0.00002615949,0.003960906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2871259,"threshold_uncertainty_score":0.5709093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295706392230433,"score_gpt":0.4556189560971731,"score_spread":0.3260483168741297,"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."}}