{"id":"W2314041014","doi":"10.1155/2003/923836","title":"Disability management: The Insurance Corporation of British Columbia experience","year":2003,"lang":"en","type":"review","venue":"Pain Research and Management","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Corporation; Business; Actuarial science; Finance","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01215744,0.00009425019,0.0003606735,0.00005898639,0.000725586,0.0003264136,0.0004561759,0.0001051831,0.0001135098],"category_scores_gemma":[0.0001649763,0.0001049417,0.00006444086,0.001072188,0.001292278,0.00009388608,0.0001653383,0.0002708468,0.000007271998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603139,"about_ca_system_score_gemma":0.00007384148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008116575,"about_ca_topic_score_gemma":0.06931933,"domain_scores_codex":[0.9948285,0.002916475,0.0004608453,0.0004010141,0.0009701633,0.0004230689],"domain_scores_gemma":[0.9987271,0.000415728,0.0001628326,0.0003838082,0.0002082067,0.0001022841],"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":[8.969469e-7,0.00008219069,0.0001842612,0.01121629,0.00003297058,0.00000764535,0.0003777305,7.23035e-9,9.540212e-10,0.03779982,0.01142718,0.938871],"study_design_scores_gemma":[0.00005448705,0.00002996863,0.0005275839,0.001961512,0.000009410296,3.394969e-7,0.007487054,4.338751e-7,2.746916e-9,0.002017325,0.9878188,0.00009303539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008735665,0.9537339,0.0000542132,0.000858986,0.0001419828,0.003097861,0.00002870476,0.00002693682,0.04197002],"genre_scores_gemma":[0.002393912,0.9841012,0.00009362691,0.00007149528,0.00004956509,0.0008224477,0.00001432072,0.00001075181,0.01244267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9763917,"threshold_uncertainty_score":0.9984885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2867264197957125,"score_gpt":0.4908778772395744,"score_spread":0.2041514574438619,"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."}}