{"id":"W4290839321","doi":"10.1136/bmjoq-2022-001878","title":"Through the eyes of hospital-based healthcare professionals: exploring their lived experience during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"University of Alberta","keywords":"Photovoice; Pandemic; Narrative; Thematic analysis; Health care; Coronavirus disease 2019 (COVID-19); Psychology; Psychological resilience; Narrative inquiry; Nursing; Qualitative research; Medicine; Sociology; Visual arts; Political science; Social psychology; Art; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03095055,0.0001410256,0.0003250754,0.00002707871,0.004881052,0.0001236916,0.002609661,0.00004567734,0.0006290681],"category_scores_gemma":[0.01403463,0.00008408549,0.0001168845,0.0006862655,0.001053008,0.0004753113,0.001555035,0.0005045322,0.000004659984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006004731,"about_ca_system_score_gemma":0.002667994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03033722,"about_ca_topic_score_gemma":0.00213606,"domain_scores_codex":[0.9721031,0.02463991,0.0006263586,0.0004203714,0.001595797,0.0006144854],"domain_scores_gemma":[0.9927781,0.005532587,0.0005354174,0.0007873116,0.0001633101,0.0002032265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003912565,0.0003459786,0.1499908,0.0001710154,0.00003203291,0.000006050501,0.827939,0.0002002691,0.0006305436,0.01786483,0.000393313,0.0020349],"study_design_scores_gemma":[0.0005803045,0.0001571329,0.08121756,0.00005320293,0.000005674609,6.344221e-7,0.860716,0.0000605865,0.001677184,0.005431357,0.04979661,0.0003037456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617814,0.0002258662,0.0002215355,0.03295096,0.0003769128,0.00377578,0.00004774676,0.00005731441,0.0005624428],"genre_scores_gemma":[0.9883863,0.00002957439,0.0002235286,0.002767255,0.00009835808,0.008174701,0.000002425431,0.00001354845,0.000304251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06877325,"threshold_uncertainty_score":0.9978403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9286860158472464,"score_gpt":0.752478010853153,"score_spread":0.1762080049940934,"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."}}