{"id":"W4404074102","doi":"10.3390/healthcare12222200","title":"A Longitudinal Multi-Method Inquiry of Educational Workers’ Use of Interventions for Positive Mental Wellbeing","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychological intervention; Psychology; Mental health; Longitudinal study; Applied psychology; Medical education; Medicine; Psychotherapist; 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":[0.02330198,0.0003616092,0.0004567604,0.001980075,0.004591889,0.00199515,0.0007802637,0.0009651676,0.001477023],"category_scores_gemma":[0.02820674,0.0006584617,0.0004567492,0.001333881,0.002054436,0.00217467,0.002487369,0.001629442,0.0002268248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003887939,"about_ca_system_score_gemma":0.008596995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005443381,"about_ca_topic_score_gemma":0.01633604,"domain_scores_codex":[0.9934891,0.004738231,0.00036147,0.0002777347,0.0005662774,0.0005672616],"domain_scores_gemma":[0.9793956,0.01380455,0.002209362,0.001074087,0.002341015,0.001175494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002208701,0.00327466,0.1397959,0.000554151,0.00004103511,0.0003993492,0.7717043,0.0001893133,0.001466762,0.001357265,0.001196253,0.07980025],"study_design_scores_gemma":[0.0001074117,0.002680968,0.1671256,0.0006573302,0.00005377466,0.0003152291,0.8136453,0.0007004123,0.001163809,0.00111498,0.01237156,0.00006361651],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948231,0.000209487,0.001988318,0.0004904948,0.00001557586,0.001035213,0.0001109758,0.00001467078,0.001312234],"genre_scores_gemma":[0.9880459,0.0003541893,0.00705378,0.0002802832,0.0000115816,0.003204447,0.0001056623,0.000006721645,0.0009374634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02330198,"threshold_uncertainty_score":0.1232342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2961649890076246,"score_gpt":0.5674361275322949,"score_spread":0.2712711385246703,"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."}}