{"id":"W2790540794","doi":"10.1176/appi.ps.69302","title":"The Doctor Is (Virtually) In: Using Electronic Consultation to Provide Prompt Psychiatric Services","year":2018,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Mental health; Videoconferencing; The Internet; Psychiatry; Psychology; Medicine; World Wide Web; Telecommunications; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005986576,0.0002991906,0.0003366947,0.0005352044,0.0004727523,0.00008752008,0.0003290174,0.0001116829,0.0001515131],"category_scores_gemma":[0.00002349521,0.0002182831,0.0000715572,0.002376178,0.00004623164,0.0002574949,0.00005598209,0.0002778115,0.000197926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858137,"about_ca_system_score_gemma":0.0004767648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374198,"about_ca_topic_score_gemma":0.006283201,"domain_scores_codex":[0.997011,0.00009138311,0.0008728837,0.000571444,0.0005819257,0.0008713832],"domain_scores_gemma":[0.9984088,0.000136245,0.0003703786,0.0004888998,0.0003471086,0.0002485784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002701781,0.0008322893,0.9107848,0.003441248,0.0002805016,0.000008572627,0.02135248,0.00001207766,0.001503695,0.002237722,0.006239349,0.05060551],"study_design_scores_gemma":[0.01180734,0.005736177,0.5897164,0.0001934723,0.0006876716,0.0001130512,0.01321587,0.00712229,0.0008143461,0.003301094,0.366385,0.0009072106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781632,0.001512468,0.0001251046,0.0160783,0.0009342755,0.002228495,0.00001130652,0.0001185466,0.0008283067],"genre_scores_gemma":[0.9772075,0.0003103467,0.003588104,0.01660137,0.001865927,0.0001317356,0.00004692346,0.00005098607,0.0001971282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3601457,"threshold_uncertainty_score":0.8901326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494630322436646,"score_gpt":0.3466401098356217,"score_spread":0.3316938066112552,"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."}}