{"id":"W3203829683","doi":"10.1016/j.eurpsy.2019.01.001","title":"Oral Communications","year":2019,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Action (physics); Psychology; Medicine; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00106912,0.0007577116,0.0006609348,0.001295533,0.002045212,0.003824707,0.00171759,0.002898214,0.7746302],"category_scores_gemma":[0.005048635,0.0002984733,0.0005243091,0.0009828311,0.0008075602,0.001941123,0.003170363,0.002250229,0.5965527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459691,"about_ca_system_score_gemma":0.002371232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003310723,"about_ca_topic_score_gemma":0.002979412,"domain_scores_codex":[0.9988365,0.0001480956,0.00007523315,0.0002167375,0.0005519794,0.0001714173],"domain_scores_gemma":[0.9985109,0.0002823473,0.00008749557,0.0002487243,0.0006197799,0.000250782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007967974,0.00005991488,0.0001602841,0.0003542009,0.000004597538,0.0002380543,0.0001333215,0.00007537533,0.0004871329,0.008511951,0.8815448,0.1083508],"study_design_scores_gemma":[0.000008323505,0.00001480561,0.0002073286,0.0001475028,0.000001461635,0.0001202858,0.00006928972,0.00002170518,0.0001813288,0.001008869,0.9982147,0.000004459294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00131795,0.003961411,0.001399399,0.0119103,0.01743723,0.0003297079,0.008188006,0.0009069282,0.9545491],"genre_scores_gemma":[0.007573899,0.002677432,0.0008802704,0.003617066,0.003545736,0.0002272967,0.004044393,0.000463521,0.9769704],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7746302,"threshold_uncertainty_score":0.3214626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07866342068033447,"score_gpt":0.4306650360779308,"score_spread":0.3520016153975963,"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."}}