{"id":"W7115815054","doi":"","title":"Rural nurses experiences during covid-19","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Content analysis; Qualitative research; Social support; Psychological resilience; Distress; Primary care; Rural health; Coding (social sciences)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002060873,0.0002755449,0.0003774103,0.0004825302,0.01002027,0.001847051,0.0007306391,0.0009826785,0.003344674],"category_scores_gemma":[0.005975596,0.0003160498,0.000270276,0.0007040016,0.003567189,0.0009680802,0.005644362,0.001390159,0.0002618453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005518951,"about_ca_system_score_gemma":0.005256684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06492557,"about_ca_topic_score_gemma":0.1574004,"domain_scores_codex":[0.9976187,0.001297756,0.00007929427,0.0001332363,0.0002764321,0.0005944981],"domain_scores_gemma":[0.99523,0.001589884,0.0006467603,0.000141205,0.000734037,0.001658242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001216498,0.00003792414,0.01660684,0.0002302086,0.000008298397,0.002429008,0.9700373,0.00007561655,0.001197743,0.0005851956,0.001550355,0.007120003],"study_design_scores_gemma":[0.000004890012,0.0001558469,0.01605506,0.0001281485,0.000004141275,0.0004096125,0.9674848,0.00003466941,0.0001291062,0.0001182745,0.01545957,0.00001589866],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924885,0.0004543643,0.00032868,0.00140399,0.00007068535,0.00004448925,0.00005212936,0.00001355186,0.005143536],"genre_scores_gemma":[0.9966866,0.0003878448,0.0002045222,0.0003637752,0.00002069485,0.00006444647,0.0000325915,0.000008832355,0.002230646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06492557,"threshold_uncertainty_score":0.1290953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081745712507748,"score_gpt":0.3412138667671163,"score_spread":0.3103964096420389,"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."}}