{"id":"W4401954557","doi":"10.1038/s41598-024-70912-7","title":"Determining critical monitoring periods for accurate wearable step counts in patients with degenerative spine disorders","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Stryker; Amgen","keywords":"Intraclass correlation; Medicine; Linear regression; Physical therapy; Surgery; Statistics; Mathematics; Psychometrics","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":[0.0008697618,0.0003468501,0.0005183208,0.0007139529,0.0002646302,0.0005490617,0.0002537942,0.0003422675,0.0005975754],"category_scores_gemma":[0.005702795,0.0001531497,0.000276757,0.0005643683,0.0001581268,0.000395658,0.0003498049,0.0003589773,0.0002025494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373664,"about_ca_system_score_gemma":0.0002939414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836487,"about_ca_topic_score_gemma":0.005894297,"domain_scores_codex":[0.9995079,0.0001688023,0.00009233116,0.00008171074,0.0001047582,0.00004454771],"domain_scores_gemma":[0.9979792,0.0008468922,0.0006461334,0.00009787436,0.0003222007,0.0001076923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004044774,0.0001047652,0.9753836,0.00008236817,0.00004596501,0.00008954087,0.0001945859,0.0005201164,0.002106759,0.00003326026,0.000224217,0.02081035],"study_design_scores_gemma":[0.00002084506,0.0006524965,0.9906476,0.00004646198,0.00005968995,0.00035955,0.0004208094,0.00581077,0.001457926,0.0001099569,0.0003993349,0.00001472691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952922,0.0005307259,0.003335892,0.00006596382,0.00002047982,0.00002829233,0.0002516522,0.00002581545,0.0004489644],"genre_scores_gemma":[0.9963414,0.0001766127,0.003102151,0.00002039006,0.00001480873,0.00003544868,0.0002189102,0.000004197134,0.00008608466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001836487,"threshold_uncertainty_score":0.00459981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022479534619244,"score_gpt":0.3288027736482697,"score_spread":0.3063232390290257,"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."}}