{"id":"W55611546","doi":"10.1097/brs.0000000000000334","title":"ISSLS Prize Winner","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Scheme for Promotion of Academic and Research Collaboration","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003958146,0.001178776,0.000964344,0.0008707859,0.001106718,0.003199667,0.001709761,0.003204685,0.3389149],"category_scores_gemma":[0.004574208,0.0003436037,0.0007438712,0.000594404,0.0006222889,0.001577459,0.003046427,0.002586891,0.147855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557286,"about_ca_system_score_gemma":0.005440382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194999,"about_ca_topic_score_gemma":0.002744693,"domain_scores_codex":[0.9984726,0.0002694462,0.0001134722,0.0003470933,0.0005317825,0.0002656268],"domain_scores_gemma":[0.9946844,0.0003197904,0.0001306605,0.0002699637,0.001737824,0.0028574],"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":[0.0003919396,0.0001160621,0.0005528769,0.0003018124,0.00002495101,0.0001669847,0.00002738614,0.00009859729,0.000684036,0.002841754,0.8790619,0.1157317],"study_design_scores_gemma":[0.00007260021,0.0001383366,0.0007783375,0.0001400516,0.00001562877,0.0001998576,0.00004205526,0.00006919611,0.0002224138,0.001224574,0.9970896,0.000007511041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006711078,0.02765312,0.007972807,0.1773845,0.3445454,0.002219807,0.01196068,0.00217183,0.4193808],"genre_scores_gemma":[0.01415625,0.01456858,0.005261353,0.03156209,0.03923928,0.001388174,0.00717871,0.0007051533,0.8859404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3389149,"threshold_uncertainty_score":0.9429576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227677670047799,"score_gpt":0.2819337172841651,"score_spread":0.2696569405836871,"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."}}