{"id":"W4410516902","doi":"10.1111/hex.70301","title":"‘Before and After’. The Journey of Patients With Low Back Pain Consulting in Elective Spine Surgery Clinics. A Qualitative Study Protocol","year":2025,"lang":"en","type":"article","venue":"Health Expectations","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Central Queensland University","keywords":"Qualitative research; Medicine; Nonprobability sampling; Protocol (science); Low back pain; Back pain; Family medicine; Nursing; Physical therapy; Alternative medicine; Population","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":[0.0384377,0.001097767,0.001188441,0.001780162,0.008471782,0.004285527,0.004009737,0.00342553,0.02130122],"category_scores_gemma":[0.02648006,0.001847419,0.001462095,0.001908174,0.005683201,0.003539805,0.006900805,0.005944963,0.003112738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008831204,"about_ca_system_score_gemma":0.02556079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00858249,"about_ca_topic_score_gemma":0.02137456,"domain_scores_codex":[0.9824458,0.01267998,0.001109882,0.001210626,0.0007996598,0.0017539],"domain_scores_gemma":[0.9733232,0.01641127,0.001422357,0.001396614,0.003081944,0.004364572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001557896,0.001981229,0.002381413,0.01339383,0.00004392961,0.003016553,0.8713126,0.001063264,0.003756928,0.01205959,0.0311963,0.05823654],"study_design_scores_gemma":[0.001745866,0.001793651,0.005962053,0.008176224,0.00007239426,0.0007801127,0.7570543,0.0007698804,0.001695376,0.008397198,0.2133813,0.0001716953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1623321,0.002570685,0.02549403,0.01144993,0.0009602102,0.7667759,0.009170648,0.0002542633,0.02099226],"genre_scores_gemma":[0.09052099,0.001463804,0.03783951,0.003906968,0.00008262008,0.8573844,0.0011468,0.00006254568,0.007592325],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0384377,"threshold_uncertainty_score":0.2032804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928107925386753,"score_gpt":0.4068705150659075,"score_spread":0.38758943581204,"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."}}