{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007786596,0.0004890176,0.000585855,0.0001561865,0.002333194,0.0002292642,0.0005155355,0.000288253,0.0007086461],"category_scores_gemma":[0.00007401733,0.0003186541,0.0001105045,0.001067553,0.0002091572,0.0003092676,0.0001587748,0.0006099382,0.000009121397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004185466,"about_ca_system_score_gemma":0.000326242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666507,"about_ca_topic_score_gemma":0.01088929,"domain_scores_codex":[0.9972371,0.0002940733,0.000470234,0.0007971171,0.0004300062,0.000771497],"domain_scores_gemma":[0.9977677,0.0008628686,0.0003320757,0.0003420684,0.0003059038,0.0003894113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0963588,0.0001808465,0.1257812,0.06247552,0.002806096,0.00004361508,0.596328,0.0005804545,0.00001240718,0.01615393,0.03023118,0.06904791],"study_design_scores_gemma":[0.00947162,0.001091953,0.1835384,0.01677723,0.001708338,0.000001356669,0.4675137,0.0007481687,0.000025544,0.005444572,0.3117325,0.001946537],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963936,0.0001666553,0.000558191,0.007680748,0.0008677561,0.01286248,0.0005902842,0.0001513061,0.01318654],"genre_scores_gemma":[0.8727887,0.0000243156,0.0004803679,0.00132074,0.000201216,0.0007713787,0.0005494216,0.0001042544,0.1237597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815014,"threshold_uncertainty_score":0.9999266,"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."}}