{"id":"W6945356388","doi":"10.25384/sage.20119736","title":"Supplemental Material - Effects of Workload on Return to Work After Elective Lumbar Spine Surgery","year":2022,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; University Health Network","funders":"","keywords":"Workload; Lumbar spine; Work (physics); Lumbar; SPINE (molecular biology)","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":[0.0009930916,0.000178384,0.000327458,0.0002560776,0.0001674446,0.0001303229,0.00167618,0.00003134058,0.001165263],"category_scores_gemma":[0.0002255207,0.0001677883,0.00008092954,0.0009848671,0.000026826,0.0008224868,0.002609235,0.0003400152,0.000009322688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119306,"about_ca_system_score_gemma":0.00006683942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001073157,"about_ca_topic_score_gemma":0.000002372793,"domain_scores_codex":[0.997852,0.0002580513,0.0004207534,0.0004835464,0.0006058053,0.0003798156],"domain_scores_gemma":[0.9981747,0.0001483356,0.0002276139,0.001272665,0.00004615623,0.0001305784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006600474,0.0006040334,0.002524148,0.00008765018,0.0001211621,0.0012308,0.0005720364,0.000009303529,0.06609102,0.00002004341,0.05857776,0.869502],"study_design_scores_gemma":[0.001017776,0.002341356,0.06233533,0.002763983,0.00006406872,0.0001985822,0.00009097898,0.0001032641,0.8996835,0.003467753,0.02683359,0.001099753],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2047038,0.007541017,0.7792727,0.002443771,0.002491258,0.001377211,0.001794276,0.0002821672,0.00009382925],"genre_scores_gemma":[0.9685291,0.0009539725,0.02857529,0.00133296,0.0003042493,0.00008871096,0.00007771821,0.00002832574,0.0001096876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8684022,"threshold_uncertainty_score":0.9997478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292721979554264,"score_gpt":0.3090694299966436,"score_spread":0.2861422102011009,"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."}}