{"id":"W7132355391","doi":"","title":"Patient Satisfaction and Associated Factors Following Lumbar Disc Surgery","year":2024,"lang":"lt","type":"dissertation","venue":"Lithuanian University of Health Sciences","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life style; Lumbar; Quarter (Canadian coin); Analysis of variance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008567705,0.0001316377,0.0003995742,0.0008769383,0.000501862,0.0008073624,0.0002961566,0.0005797261,0.006490763],"category_scores_gemma":[0.006746287,0.0001175375,0.0007795536,0.001293625,0.0002541147,0.0005163225,0.0004677568,0.0008860155,0.0004197443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795323,"about_ca_system_score_gemma":0.0004846624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004267693,"about_ca_topic_score_gemma":0.004456733,"domain_scores_codex":[0.9989021,0.000262464,0.0001688143,0.00007801536,0.0003808914,0.0002076899],"domain_scores_gemma":[0.9963595,0.0008691366,0.001542996,0.0000563449,0.0004150666,0.0007568919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102269,0.00008734397,0.9958762,0.00003773205,0.00003340398,0.0001103309,0.00009033883,0.00002880763,0.00002954728,0.00001876911,0.0004660398,0.003119083],"study_design_scores_gemma":[0.000005923102,0.0001635715,0.998569,0.00002581909,0.0000166308,0.0003295279,0.0004673737,0.0001110444,0.0000138474,0.00002136549,0.0002695971,0.000006227974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994454,0.001442675,0.00006220071,0.0006670467,0.00004318975,0.00001993301,0.0008724474,0.000006045652,0.002432595],"genre_scores_gemma":[0.9985517,0.0003989744,0.00004432457,0.0001464104,0.00002628474,0.00001231011,0.0005296024,0.000001712611,0.000288801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006490763,"threshold_uncertainty_score":0.02171379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184157125046403,"score_gpt":0.2611759017568939,"score_spread":0.2393343305064299,"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."}}