{"id":"W2441879150","doi":"10.1097/brs.0000000000000188","title":"Letters","year":2014,"lang":"sl","type":"letter","venue":"Spine","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Work (physics); Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0005355056,0.0004160134,0.0007230388,0.0002250848,0.0001086228,0.00003573498,0.0002249218,0.001807573,0.00170617],"category_scores_gemma":[0.00008276403,0.0003154447,0.0002848438,0.0002404268,0.001268871,0.00002755914,0.00007642652,0.002829944,0.001355835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091482,"about_ca_system_score_gemma":0.0001361016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006344951,"about_ca_topic_score_gemma":0.000005035782,"domain_scores_codex":[0.9972087,0.0001063394,0.0005613632,0.0005712574,0.0009691198,0.0005832338],"domain_scores_gemma":[0.9986643,0.00004955318,0.0002550363,0.0006736723,0.0001144569,0.0002429806],"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":[0.00001427256,0.00004111479,0.00004062144,0.001253199,0.0001747847,0.0002631871,0.0000658961,0.000001528478,0.008592647,0.0007862991,0.964321,0.02444547],"study_design_scores_gemma":[0.001243458,0.0002512849,0.004008942,0.001240208,0.0003318883,0.00006299565,0.000007748385,0.0004594515,0.0001422811,0.0003359568,0.9915497,0.0003661176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007791691,0.00106581,0.004975472,0.9846321,0.003587756,0.0003705694,0.00001084754,0.00007149829,0.004506814],"genre_scores_gemma":[0.01655667,0.0003048496,0.000740912,0.931598,0.03301051,0.00001281331,0.001395175,0.00009634296,0.01628474],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05303407,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204320263718094,"score_gpt":0.2857593820457253,"score_spread":0.2637161794085444,"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."}}