{"id":"W4402880040","doi":"10.3399/bjgp24x739533","title":"Regression to ‘barefoot’","year":2024,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Barefoot; Data science; Computer science; Physical therapy","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":[0.0004627546,0.00007832881,0.0001225974,0.0001001724,0.00003873826,0.0002958775,0.0001428399,0.00005976256,0.0002078868],"category_scores_gemma":[0.000401146,0.00007541797,0.00007332774,0.0002024519,0.000006653203,0.0005209058,0.00003263541,0.0003333493,0.00006763043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005019451,"about_ca_system_score_gemma":0.00002889095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001592579,"about_ca_topic_score_gemma":0.000005642172,"domain_scores_codex":[0.9992821,0.00004244596,0.0002397838,0.00008758745,0.0002042011,0.0001438503],"domain_scores_gemma":[0.9995553,0.0001215576,0.00003769482,0.000071952,0.0001109434,0.0001025728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001735858,0.0000189998,0.000001119936,0.00004891989,0.00006233663,0.006243825,0.0001316651,0.001263106,0.03636637,0.0001962652,0.552584,0.4030661],"study_design_scores_gemma":[0.00009070992,0.00009584161,0.00004827258,0.0005284126,0.00003618732,0.01757775,0.00008597759,0.002434903,0.003794714,0.0003454467,0.9748209,0.0001408974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5518886,0.2196928,0.09339991,0.01271868,0.0318769,0.0005497178,0.0006285602,0.001347546,0.08789726],"genre_scores_gemma":[0.9101005,0.01153093,0.07163911,0.00108939,0.002717777,0.000005748006,0.00001430729,0.0000969785,0.002805244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4222369,"threshold_uncertainty_score":0.3075456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323206568061113,"score_gpt":0.2707003959407621,"score_spread":0.257468330260151,"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."}}