{"id":"W4399139854","doi":"10.1186/s12891-024-07505-y","title":"Appropriateness of exercise therapy delivery in chronic low back pain management: cross-sectional online survey of physiotherapy practice in Germany","year":2024,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Physical therapy; Sports medicine; Cross-sectional study; Psychological intervention; Nursing","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":[0.00205887,0.0001248196,0.0002456323,0.001102013,0.0002499743,0.0006587806,0.0002508142,0.0003742595,0.001236247],"category_scores_gemma":[0.004227575,0.0001690569,0.0002332966,0.001337711,0.0003369603,0.0005339155,0.0007156446,0.0002780185,0.0001829747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101971,"about_ca_system_score_gemma":0.0006110429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008974985,"about_ca_topic_score_gemma":0.01300867,"domain_scores_codex":[0.9977528,0.0007854709,0.0003805958,0.0002690132,0.000559794,0.0002523302],"domain_scores_gemma":[0.9964148,0.0008306437,0.001987315,0.00009213237,0.0002607917,0.0004142789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003751364,0.00008147953,0.9949826,0.00007357069,0.00003731689,0.00005010358,0.0009746416,0.00007152784,0.0001735227,0.00003486959,0.00019838,0.003284372],"study_design_scores_gemma":[0.000002925422,0.00005151719,0.9985651,0.00001783702,0.000006913279,0.00005475767,0.0008952525,0.0001538167,0.0000342325,0.000005525304,0.0002088857,0.000003181093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993073,0.00008852204,0.00003860259,0.00006157004,0.000001409457,0.00001655567,0.0002815023,0.000001596717,0.0002029523],"genre_scores_gemma":[0.9994867,0.00009570814,0.00009452295,0.00003255257,0.000002197519,0.00001848966,0.0001898983,6.951809e-7,0.00007941093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008974985,"threshold_uncertainty_score":0.01784551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174615918026128,"score_gpt":0.3384522387627103,"score_spread":0.3209906469600975,"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."}}