{"id":"W4283649948","doi":"10.2196/preprints.37196","title":"Virtual Specialist Care During the COVID-19 Pandemic: Multimethod Patient Experience Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Medicine; Family medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Internal medicine","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":[0.006485292,0.0001777619,0.0003608294,0.000831529,0.002961995,0.002817768,0.0006322134,0.0009237397,0.002262117],"category_scores_gemma":[0.01348895,0.0005500438,0.0003136093,0.001379084,0.001277059,0.003880493,0.002783909,0.001442965,0.0002841677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107459,"about_ca_system_score_gemma":0.003820059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007276791,"about_ca_topic_score_gemma":0.01938171,"domain_scores_codex":[0.9959693,0.0023304,0.0003436664,0.0002272541,0.0004390313,0.000690243],"domain_scores_gemma":[0.9895279,0.003952329,0.002469706,0.000318472,0.001072853,0.00265871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000166953,0.0009502847,0.4405525,0.0003261847,0.00003852005,0.0009259756,0.5288594,0.00008295509,0.0004226823,0.0004370069,0.00690245,0.02033493],"study_design_scores_gemma":[0.00003380015,0.0009095597,0.2176478,0.000206962,0.00001198337,0.0008937966,0.7746177,0.0001935466,0.0001439107,0.00009502477,0.005203414,0.0000425342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981674,0.0001058807,0.00008167449,0.0008801426,0.00001722035,0.00006219265,0.000118741,0.000002148238,0.0005646595],"genre_scores_gemma":[0.9978504,0.0002476621,0.0002627597,0.00100795,0.00002854241,0.0001803392,0.0001024321,0.000003580821,0.0003163148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007276791,"threshold_uncertainty_score":0.03429794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018781312216669,"score_gpt":0.4408133591870784,"score_spread":0.3389352279654114,"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."}}