{"id":"W3009215968","doi":"10.3389/fpsyt.2020.00135","title":"Crossing Death Valley: Bringing Neurotechnology to Psychiatric Clinics in Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; Alberta Health; University of Calgary","funders":"Alberta Health Services","keywords":"Psychiatry; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002147434,0.0002779388,0.0003803843,0.0005726269,0.0002544381,0.00009292224,0.0008895593,0.0001936689,0.00003178942],"category_scores_gemma":[0.001618134,0.000330045,0.00005823498,0.003104935,0.0001997834,0.0001418363,0.0002218142,0.001334852,0.00002318117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793953,"about_ca_system_score_gemma":0.00113802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03128967,"about_ca_topic_score_gemma":0.1673541,"domain_scores_codex":[0.9967427,0.0001427843,0.0008858079,0.001024454,0.0004477984,0.0007564478],"domain_scores_gemma":[0.9989114,0.0001610345,0.0002000892,0.0004603594,0.00002666374,0.0002404804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002985009,0.0005993948,0.6738766,0.0002952124,0.0000219365,0.0002281643,0.001612504,0.001875747,0.004542022,0.03371677,0.2702694,0.01266369],"study_design_scores_gemma":[0.01271185,0.001880845,0.1891268,0.0007585575,0.00009955445,0.0000989436,0.002353685,0.06249206,0.01156546,0.1010851,0.6124203,0.005406825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339263,0.0001539164,0.01985295,0.1185277,0.02490891,0.0007543085,0.00002003527,0.0001630627,0.001692918],"genre_scores_gemma":[0.9191685,0.00003509523,0.01999649,0.06025494,0.0002930359,0.00003922564,0.000002520944,0.00006017524,0.000150003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4847499,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309358505786389,"score_gpt":0.2942397383687974,"score_spread":0.2633038877901585,"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."}}