{"id":"W3014400198","doi":"10.1097/phm.0000000000001402","title":"Perioperative Weakness","year":2020,"lang":"en","type":"review","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Surgery; Weakness; Muscle weakness; Tibia; Anatomy","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":[0.0002333533,0.0007527676,0.0006842288,0.001017477,0.0008203502,0.00083868,0.0006429413,0.0007148355,0.07188417],"category_scores_gemma":[0.001982672,0.0002070456,0.0005717024,0.0008507643,0.0002218485,0.0007036472,0.0007324046,0.001201654,0.02496775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004932188,"about_ca_system_score_gemma":0.0009516549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897174,"about_ca_topic_score_gemma":0.002135002,"domain_scores_codex":[0.9996521,0.00004706031,0.00005225425,0.00006945417,0.0000798404,0.00009935757],"domain_scores_gemma":[0.9994751,0.00009142032,0.0001062658,0.00006086318,0.0001697463,0.00009656058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001076616,0.001053039,0.05821921,0.00320153,0.0004430441,0.06688782,0.000588415,0.0005773185,0.007377414,0.00974793,0.1572848,0.6935429],"study_design_scores_gemma":[0.0002005008,0.001040796,0.0540114,0.003393997,0.0003941648,0.2475605,0.0009465764,0.0007215431,0.002462584,0.008689757,0.6804531,0.0001250398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1283976,0.1143024,0.01670195,0.0137421,0.005763743,0.001078859,0.009923927,0.001612584,0.7084768],"genre_scores_gemma":[0.641647,0.06664804,0.01109541,0.01722613,0.003033135,0.0008415923,0.01117367,0.0004286724,0.2479063],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07188417,"threshold_uncertainty_score":0.2404765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840135810986546,"score_gpt":0.383861808371581,"score_spread":0.3654604502617155,"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."}}