{"id":"W4400345172","doi":"10.1093/occmed/kqae023.1421","title":"P-598 MAPPING TOOLS TO FACILITATE STRATEGIC DECISION-MAKING WHEN RETURNING TO WORK FOLLOWING A DISABILITY","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Work (physics); Process management; Operations management; Medicine; Psychology; Physical medicine and rehabilitation; Gerontology; Business; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002680704,0.0001592575,0.0002321928,0.0001457057,0.0004275187,0.0002566289,0.0002957457,0.00006556484,0.002459336],"category_scores_gemma":[0.004639983,0.0001375324,0.0001033478,0.001115032,0.0001702426,0.0002942562,0.00006957129,0.0001602092,0.0004277699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006649743,"about_ca_system_score_gemma":0.0003533954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006987902,"about_ca_topic_score_gemma":0.0008306001,"domain_scores_codex":[0.9973125,0.0001673369,0.0004794285,0.0005168183,0.001137609,0.0003863078],"domain_scores_gemma":[0.9970976,0.002125253,0.00003513811,0.0002613097,0.0001111508,0.0003696216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002463313,0.0002095924,0.1376881,0.000134187,0.0001175892,0.00001930133,0.3364494,0.0006001897,0.0001797623,0.0613164,0.05570325,0.4073358],"study_design_scores_gemma":[0.000403994,0.0002254727,0.2914769,0.005463528,0.000064632,0.000001621749,0.1074412,0.000176311,0.000004133622,0.1169019,0.4771179,0.0007224084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160777,0.0001666357,0.0105176,0.046464,0.002815768,0.0007538262,0.00001680137,0.0002146927,0.02297298],"genre_scores_gemma":[0.9889929,0.000002534133,0.007091733,0.001760541,0.0008087898,0.0001109619,0.00002282482,0.00001258597,0.001197126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4214146,"threshold_uncertainty_score":0.9984525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2042398235614266,"score_gpt":0.423348423447769,"score_spread":0.2191085998863425,"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."}}