{"id":"W4292209451","doi":"10.1002/jsp2.1219","title":"Hyperosmolar expansion medium improves nucleus pulposus cell phenotype","year":2022,"lang":"en","type":"article","venue":"JOR Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission; Arthritis Society; Dutch Arthritis Society","keywords":"Nucleus; Phenotype; Cell; Cell biology; Biology; Medicine; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001294569,0.0002589429,0.0002146604,0.0001725982,0.0001125653,0.0002850974,0.0001813093,0.0001794205,0.001104317],"category_scores_gemma":[0.0001276133,0.00005256914,0.0001395775,0.00008602403,0.0002008674,0.0002684529,0.0003176281,0.000334154,0.0001936207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903728,"about_ca_system_score_gemma":0.0001569437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000340989,"about_ca_topic_score_gemma":0.0006152815,"domain_scores_codex":[0.9999052,0.00001584662,0.00001183843,0.0000150976,0.00003671194,0.00001534864],"domain_scores_gemma":[0.999889,0.00003169851,0.00003095037,0.000009103548,0.00001704716,0.00002212516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001412268,0.00005109226,0.0004211853,0.00006261106,0.000003518564,0.00008922442,0.00003183756,0.0000855551,0.9967746,0.00005154212,0.00005711921,0.002230376],"study_design_scores_gemma":[0.00001253505,0.0003249001,0.005445753,0.00001552307,0.00001860397,0.0003531617,0.00006138629,0.0004259945,0.9903085,0.0000367885,0.002990301,0.000006606012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934614,0.001677249,0.0026852,0.00008018751,0.00003517619,0.00002819169,0.0001723137,0.00006141726,0.001798958],"genre_scores_gemma":[0.9940557,0.0009306917,0.002884374,0.00005038493,0.00001413909,0.00003869806,0.0004545999,0.00002378643,0.001547576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104317,"threshold_uncertainty_score":0.003694355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435631031787524,"score_gpt":0.2588930981466165,"score_spread":0.2445367878287412,"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."}}