{"id":"W2409413310","doi":"10.1097/01.brs.0000058726.40463.a5","title":"Letters","year":2003,"lang":"sl","type":"letter","venue":"Spine","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Subject (documents); Center (category theory); Family medicine; Library science; Medical education","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004385663,0.0004334535,0.0006715703,0.0002313126,0.0001136766,0.00003416423,0.0001747847,0.001846035,0.003094994],"category_scores_gemma":[0.00008374317,0.0003375482,0.0002851229,0.0003461002,0.001194561,0.00003361441,0.00004886632,0.003023907,0.0009387435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490524,"about_ca_system_score_gemma":0.0002231664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005263763,"about_ca_topic_score_gemma":0.000005857984,"domain_scores_codex":[0.9971571,0.0001132145,0.0005649314,0.0005802104,0.0009600125,0.0006245443],"domain_scores_gemma":[0.9987682,0.00003185487,0.0002267702,0.0006159343,0.0001140486,0.000243232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001062732,0.00006168964,0.00004039904,0.0008703584,0.0001977862,0.0005154116,0.00006162214,0.000001007412,0.007597584,0.0006377818,0.9729395,0.01706621],"study_design_scores_gemma":[0.001306179,0.0001963369,0.002631168,0.0007712753,0.0003421301,0.00007643402,0.00002175957,0.00007597956,0.0002364217,0.0003285793,0.993629,0.0003847297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001076784,0.002770712,0.001739029,0.9824646,0.005116489,0.0004438072,0.00002081906,0.00005270963,0.006315085],"genre_scores_gemma":[0.002790266,0.0007090853,0.00110351,0.9500012,0.01256649,0.00001432854,0.001085812,0.000100553,0.03162869],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03246331,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890262974391582,"score_gpt":0.2790516845316934,"score_spread":0.2601490547877776,"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."}}