{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002423034,0.000385862,0.0002150892,0.0009710958,0.01256452,0.00386032,0.002567014,0.001637469,0.01234807],"category_scores_gemma":[0.003307392,0.0004947056,0.0003351002,0.00126632,0.003963036,0.0008315337,0.003999349,0.002027313,0.0008544332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06614026,"about_ca_system_score_gemma":0.2816842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9689688,"about_ca_topic_score_gemma":0.9940653,"domain_scores_codex":[0.9970887,0.0005241113,0.00006391793,0.000203644,0.0009185894,0.001200965],"domain_scores_gemma":[0.9911882,0.0008431162,0.0002977643,0.0001449597,0.00193833,0.005587734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009649287,0.001409364,0.1230062,0.001264874,0.0001370633,0.008795681,0.02128045,0.002910261,0.009687733,0.02363879,0.3035879,0.5033168],"study_design_scores_gemma":[0.0006798329,0.001211848,0.3515588,0.001611943,0.0001557837,0.002534985,0.08648277,0.004427391,0.002469887,0.008752059,0.5397884,0.0003262479],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5161577,0.01508065,0.01084863,0.2862751,0.002996779,0.002868989,0.002065605,0.001246396,0.1624601],"genre_scores_gemma":[0.8141105,0.006932663,0.02307756,0.05503579,0.0003683306,0.0005849929,0.0009078052,0.0001847416,0.09879756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06614026,"threshold_uncertainty_score":0.4798834,"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."}}