{"id":"W4402554716","doi":"10.1177/21925682241286451","title":"Waterpipe Smoking and Lumbar Intervertebral Disc Degeneration: A Pilot Study","year":2024,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Lumbar; Intervertebral disc; Retrospective cohort study; Magnetic resonance imaging; Degeneration (medical); Significant difference; Cigarette smoking; Surgery; Internal medicine; Pathology; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002890612,0.0001987101,0.000316223,0.00009857311,0.0001246784,0.0002437315,0.00009962941,0.00004682946,0.0007283321],"category_scores_gemma":[0.00005099997,0.000137799,0.0001147282,0.0002060102,0.00005500871,0.0002867992,0.0001172427,0.0003778111,0.00006324307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491998,"about_ca_system_score_gemma":0.00007620047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004670697,"about_ca_topic_score_gemma":0.00007837128,"domain_scores_codex":[0.9986479,0.00006888045,0.0004289405,0.0002882765,0.0002598139,0.00030621],"domain_scores_gemma":[0.9995001,6.473521e-7,0.00004763286,0.0001459724,0.00007408408,0.0002315828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002622802,0.005984111,0.2892405,0.0008081513,0.003319195,0.02614731,0.002634679,0.00002557989,0.08035097,0.00976904,0.1413955,0.4400627],"study_design_scores_gemma":[0.002309079,0.01293577,0.9649971,0.0004358431,0.0003893073,0.01517405,0.0003952132,0.001400993,0.0002569833,0.0004320245,0.00104832,0.0002253548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845311,0.003969614,0.004544263,0.002744481,0.001305413,0.0002338293,0.000008477458,0.0000869328,0.002575857],"genre_scores_gemma":[0.9964459,0.00009771299,0.0009995271,0.0007070974,0.001068086,0.000008453575,0.000009671689,0.00001676951,0.0006467787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6757566,"threshold_uncertainty_score":0.7974726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117415099992938,"score_gpt":0.329010995302856,"score_spread":0.2978368443029266,"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."}}