{"id":"W7132432316","doi":"","title":"Comparison of computerized versus conventional exercise and establishing their optimal frequency, intensity and duration in hip arthroplasty","year":2023,"lang":"","type":"dissertation","venue":"Bulgarian Portal for Open Science","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Duration (music); Intensity (physics); Hip arthroplasty; Arthritis; Arthroplasty","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002554473,0.0005077843,0.001447109,0.0005642286,0.0007629603,0.0006866887,0.0005680493,0.0002880396,0.00009843342],"category_scores_gemma":[0.0008548761,0.000467414,0.0001184942,0.0007960798,0.001442884,0.001481791,0.0005817082,0.0004656382,0.000004720659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006970797,"about_ca_system_score_gemma":0.001432291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008765,"about_ca_topic_score_gemma":0.001383534,"domain_scores_codex":[0.9955774,0.00005179709,0.001588518,0.001304032,0.0007906553,0.0006875798],"domain_scores_gemma":[0.9970437,0.0004144684,0.001137219,0.0003742037,0.0006301986,0.0004002177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04296798,0.002593425,0.5177475,0.00457972,0.0006268658,0.0005364005,0.04561191,0.0002310562,0.0227126,0.01615322,0.00194549,0.3442938],"study_design_scores_gemma":[0.02194862,0.002971335,0.8503585,0.006511451,0.0004492025,0.0001850544,0.04323255,0.06904062,0.003291807,0.0003538753,0.0004088625,0.001248063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902951,0.0004969264,0.0005372195,0.0001463087,0.004848363,0.002982252,0.0003596984,0.0000243021,0.0003098577],"genre_scores_gemma":[0.9941665,0.0003329871,0.003588992,0.00002582494,0.0001165856,0.00007906138,0.001320119,0.00003997843,0.000329975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3430457,"threshold_uncertainty_score":0.9997777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05443523493664386,"score_gpt":0.3528486275327969,"score_spread":0.298413392596153,"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."}}