{"id":"W4398161295","doi":"10.4103/mjdrdypu.mjdrdypu_184_23","title":"Health-Related Quality of Life and Prosthetic Satisfaction in Below-Knee Amputees: A Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Medical Journal of Dr D Y Patil Vidyapeeth","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Quality of life (healthcare); Physical medicine and rehabilitation; Psychology; Medicine; Physical therapy; Nursing","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":[0.002687612,0.000124568,0.0004191499,0.0002695721,0.00003710212,0.0000436326,0.00008588999,0.0001399885,0.00006193839],"category_scores_gemma":[0.0006147664,0.0000984944,0.00008430774,0.0003057107,0.0001293013,0.0001213765,0.00002653969,0.0006248335,0.000002595919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105092,"about_ca_system_score_gemma":0.0002894627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009387105,"about_ca_topic_score_gemma":0.0001265967,"domain_scores_codex":[0.9970549,0.0002138886,0.001608764,0.0001337376,0.0008229478,0.0001657221],"domain_scores_gemma":[0.9989222,0.0004241235,0.000187139,0.00009403998,0.0001272544,0.0002452085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006382739,0.0002613578,0.9490706,0.0007407227,0.0001429928,0.00002844645,0.003718062,0.009248256,0.0001327973,0.0002912455,0.00007950078,0.03622225],"study_design_scores_gemma":[0.001102003,0.0007006244,0.9792722,0.000280746,0.000007662569,0.00005353602,0.0002050013,0.0172746,0.000008363918,0.0009461041,0.00005486662,0.00009425962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933497,0.002363511,0.002448145,0.0007241423,0.0007998786,0.0002375898,0.000005878057,0.00003667904,0.00003442901],"genre_scores_gemma":[0.9992497,0.0001599613,0.0004586738,0.00003560037,0.00005931088,0.000005033064,0.000001359166,0.00001902653,0.00001135309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03612798,"threshold_uncertainty_score":0.4016485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234876110529655,"score_gpt":0.3182077951764831,"score_spread":0.2958590340711865,"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."}}