{"id":"W7066613276","doi":"","title":"IDENTIFYING COMPLEXITIES AND BARRIERS ASSOCIATED WITH THE RETURN-TO-WORK PROCESS FOR FIREFIGHTERS AND THE DISABILITY MANAGEMENT STRATEGIES USED TO PROMOTE A SUCCESSFUL RETURN-TO-WORK FOR FIREFIGHTERS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Context (archaeology); Process (computing); Documentation; Qualitative research; Rehabilitation; Firefighting; Occupational safety and health; Risk management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.02551671,0.0008061746,0.001442821,0.006857251,0.004065443,0.007329506,0.001743294,0.002230695,0.002047769],"category_scores_gemma":[0.0634472,0.0006198738,0.002255438,0.004306864,0.003018819,0.01008702,0.004356479,0.002348862,0.0003280037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007143435,"about_ca_system_score_gemma":0.02436849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256781,"about_ca_topic_score_gemma":0.02232625,"domain_scores_codex":[0.9832278,0.009546752,0.002406669,0.0009602832,0.002623778,0.001234704],"domain_scores_gemma":[0.9446449,0.04311432,0.004953419,0.0008319262,0.005468759,0.0009867024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000205968,0.0002786861,0.03212319,0.1544874,0.0007719261,0.002895999,0.3436345,0.0006220063,0.001316485,0.02045111,0.009622722,0.4335901],"study_design_scores_gemma":[0.00007176145,0.0003036486,0.03645588,0.2782307,0.001691134,0.002328953,0.5595588,0.00061472,0.001153749,0.01055317,0.1088678,0.0001697206],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3037249,0.5925617,0.01496754,0.04937042,0.001540672,0.003120785,0.0004504707,0.0001041617,0.03415939],"genre_scores_gemma":[0.6517221,0.3201614,0.01893951,0.003713742,0.0002392167,0.0024125,0.0002561366,0.00003913427,0.002516251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02551671,"threshold_uncertainty_score":0.1349468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633813308932391,"score_gpt":0.3456665048573672,"score_spread":0.2993283717680433,"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."}}