{"id":"W6944049931","doi":"10.17605/osf.io/5x3bh","title":"Benefits of Telemedicine for Rural Surgical Practices in High Income Countries: A Scoping Review","year":2022,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Telehealth; Rural area; Telecare; Health care; Videoconferencing; MEDLINE; Telepsychiatry","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":[0.01274055,0.001138785,0.002290733,0.01355505,0.0009498826,0.00388155,0.001425672,0.002819377,0.005585982],"category_scores_gemma":[0.05812981,0.0007440633,0.003748803,0.01263168,0.001268704,0.00390808,0.002284842,0.002002525,0.0004482861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003938195,"about_ca_system_score_gemma":0.01502057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007192432,"about_ca_topic_score_gemma":0.01540613,"domain_scores_codex":[0.9920573,0.00279054,0.002394832,0.000610955,0.001915983,0.000230497],"domain_scores_gemma":[0.9343509,0.05196979,0.007626382,0.0004247162,0.00512033,0.0005079163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001029437,0.00004264197,0.001558088,0.7601668,0.00119733,0.0001487,0.0008550526,0.0002842869,0.0001383082,0.002274874,0.009788084,0.2234429],"study_design_scores_gemma":[0.0000215556,0.00005746208,0.002876143,0.9633814,0.00239869,0.0002035382,0.0006283041,0.00007289787,0.00006178954,0.0005794411,0.02970104,0.00001763439],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008854258,0.9931485,0.0002420008,0.003292348,0.0003766118,0.0003328847,0.0003722678,0.000007983043,0.001341939],"genre_scores_gemma":[0.008995224,0.9881715,0.0006052472,0.001235294,0.0002362765,0.000441899,0.0001616334,0.00000347101,0.0001493757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01355505,"threshold_uncertainty_score":0.0673793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447118206977088,"score_gpt":0.3770664948101051,"score_spread":0.3425953127403342,"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."}}