{"id":"W2126001594","doi":"10.1136/bmjopen-2013-003795","title":"Targeted interventions for patellofemoral pain syndrome (TIPPS): classification of clinical subgroups","year":2013,"lang":"en","type":"article","venue":"BMJ Open","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Gent; Victoria University; University of Oxford; Versus Arthritis; University of Central Lancashire; University of Southampton; Aspetar Orthopaedic and Sports Medicine Hospital; University of East Anglia; Teesside University","keywords":"Medicine; Psychological intervention; Patellofemoral pain syndrome; Epidemiology; Physical therapy; Intensive care medicine; Internal medicine; Alternative medicine; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001767045,0.00009509167,0.0003045749,0.00005476782,0.00003011706,0.00006817607,0.0004116557,0.0001171438,0.0007197926],"category_scores_gemma":[0.0003602454,0.00008580236,0.0002031803,0.0001126784,0.00002711266,0.0001927665,0.00012031,0.00008345804,0.00009249523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001414601,"about_ca_system_score_gemma":0.00001819851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004013978,"about_ca_topic_score_gemma":0.00002998062,"domain_scores_codex":[0.9988731,0.00009893886,0.0006338899,0.0001611303,0.00007749358,0.0001555163],"domain_scores_gemma":[0.9992005,0.0002225671,0.0001192402,0.0003241621,0.00008195484,0.00005153645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001572318,0.0008468105,0.01872702,0.00351183,0.0005259667,0.00002506325,0.0005124565,0.0002553723,0.02266898,0.007668749,0.4082144,0.5368862],"study_design_scores_gemma":[0.003465372,0.001787311,0.4328001,0.001673929,0.0001288905,0.00004236669,0.001250471,0.5065135,0.002855995,0.02669161,0.02142906,0.001361288],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7155063,0.0003309571,0.2447852,0.001411971,0.003149458,0.02578478,0.001288846,0.0006208916,0.007121584],"genre_scores_gemma":[0.987011,0.00001099248,0.01057227,0.00003317379,0.00003354731,0.001553985,0.0002808862,0.00002216188,0.0004820344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5355248,"threshold_uncertainty_score":0.7881224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2440105929066309,"score_gpt":0.4248917441679887,"score_spread":0.1808811512613579,"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."}}