{"id":"W4284885535","doi":"10.1002/jsp2.1215","title":"Neoepitope fragments as biomarkers for different phenotypes of intervertebral disc degeneration","year":2022,"lang":"en","type":"article","venue":"JOR Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Shriners Hospitals for Children - Canada; Montreal Children's Hospital","funders":"AOSpine; AO Foundation","keywords":"Degeneration (medical); Intervertebral disc; Phenotype; Biology; Medicine; Pathology; Anatomy; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004447357,0.0004267665,0.0002801506,0.001359592,0.0001824946,0.0003913993,0.0002317149,0.0005660591,0.000759261],"category_scores_gemma":[0.000307079,0.0001686434,0.0002525818,0.0004538578,0.0003639003,0.0003066448,0.0002576186,0.0004659949,0.0001801336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780951,"about_ca_system_score_gemma":0.0001516177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003556517,"about_ca_topic_score_gemma":0.0007093478,"domain_scores_codex":[0.9997328,0.00003549452,0.00002813061,0.00005403707,0.0001052475,0.00004429058],"domain_scores_gemma":[0.9995463,0.00004459955,0.0001872504,0.00002488893,0.0001217972,0.00007519053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000661494,0.00009096536,0.01648927,0.0002393761,0.00003095569,0.0001890167,0.00008825464,0.00005418927,0.9774371,0.00003585355,0.00003651934,0.004646907],"study_design_scores_gemma":[0.00005153728,0.002557319,0.3846674,0.000109726,0.0002380055,0.003415469,0.0006093628,0.001151559,0.6043919,0.0001682092,0.002609101,0.00003031512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859719,0.00996529,0.002814459,0.00004568991,0.0000379037,0.00006604708,0.0002893202,0.00003568992,0.0007737161],"genre_scores_gemma":[0.9888589,0.003274577,0.005651542,0.00006643893,0.000024928,0.0001336982,0.0005471029,0.000007204326,0.001435573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359592,"threshold_uncertainty_score":0.002540052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983704846227292,"score_gpt":0.3045450965616788,"score_spread":0.2847080480994059,"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."}}