{"id":"W4402483309","doi":"10.1186/s12891-024-07790-7","title":"Patient lived experiences of functioning and disability following lumbar discectomy: a secondary analysis of qualitative data","year":2024,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute for Health and Care Research","keywords":"Interpretative phenomenological analysis; Qualitative research; Medicine; International Classification of Functioning, Disability and Health; Debriefing; Thematic analysis; Discectomy; Physical therapy; Psychology; Medical education; Rehabilitation; Lumbar; Surgery","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":[0.0003601634,0.0001601086,0.0005454242,0.0001967042,0.00004294471,0.00001296699,0.0001111432,0.00006341028,0.0004304523],"category_scores_gemma":[0.0004019107,0.0001249424,0.0005380482,0.000707045,0.0004435154,0.0002672176,0.0001884944,0.0001264903,0.000002075945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002131945,"about_ca_system_score_gemma":0.00007635833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003270668,"about_ca_topic_score_gemma":0.0004942912,"domain_scores_codex":[0.9983968,0.0002091418,0.0004893126,0.000506271,0.0002277679,0.0001707029],"domain_scores_gemma":[0.9992306,0.00009057838,0.00009132637,0.0004854493,0.00003148576,0.00007055679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001939234,0.001586504,0.3054265,0.007031889,0.01018918,0.00001875996,0.5573694,0.00004054061,0.0125202,0.0009000823,0.0006802967,0.1040426],"study_design_scores_gemma":[0.0005099036,0.0009144293,0.6982297,0.0002200244,0.002079339,0.000001460009,0.2905688,0.007013043,0.00009101064,0.0001439606,0.00004807792,0.0001802508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934787,0.002904574,0.002083221,0.00008230886,0.0001961959,0.0002582552,0.00005150852,0.00003696267,0.0009082717],"genre_scores_gemma":[0.9987946,0.00004841002,0.0007275147,0.00002262686,0.00001381197,0.00004337355,0.0003005466,0.00001298601,0.00003615284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3928031,"threshold_uncertainty_score":0.5095004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487815058164715,"score_gpt":0.3783285779181817,"score_spread":0.3295470721017102,"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."}}