{"id":"W4392259024","doi":"10.56885/usih8389","title":"Challenges to and opportunities for limb preservation in rural and remote communities","year":2021,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003191711,0.0003423287,0.0004449988,0.000521741,0.01483943,0.00433664,0.002255325,0.002425007,0.01199793],"category_scores_gemma":[0.004876572,0.0003338719,0.000386558,0.0007288018,0.005543967,0.002130502,0.009458208,0.002706063,0.000897091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003055842,"about_ca_system_score_gemma":0.01728741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04709728,"about_ca_topic_score_gemma":0.1919327,"domain_scores_codex":[0.9958199,0.001865324,0.0001011563,0.0001907474,0.0004562966,0.001566552],"domain_scores_gemma":[0.994153,0.0007084477,0.0003208711,0.00009768394,0.000518687,0.004201382],"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":[0.0003012745,0.00195179,0.09733574,0.002519169,0.0001158935,0.01087975,0.3878138,0.0007579513,0.003500883,0.01832625,0.08864606,0.3878515],"study_design_scores_gemma":[0.0000372664,0.0004674128,0.04600015,0.001350012,0.00002294968,0.002793579,0.8650588,0.0002586088,0.0001661721,0.008435646,0.07535265,0.00005680403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6717823,0.01030002,0.001812587,0.2397918,0.0008370911,0.0002288592,0.00008845834,0.00009571909,0.07506314],"genre_scores_gemma":[0.9690666,0.007519627,0.00299513,0.008340887,0.0003388622,0.0001873732,0.00005887188,0.00003593402,0.01145661],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04709728,"threshold_uncertainty_score":0.09364629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198848059466576,"score_gpt":0.3312796392336376,"score_spread":0.2113948332869799,"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."}}