{"id":"W2986756187","doi":"10.1016/j.psychres.2019.112667","title":"Patterns and perceptions of face-to-face and digital communication in the clinical high risk and early stages of psychosis","year":2019,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital; Queen's University; Centre for Addiction and Mental Health","funders":"Brain and Behavior Research Foundation","keywords":"Psychology; Psychosis; Face-to-face; Perception; Face-to-face interaction; Clinical psychology; Developmental psychology; Psychiatry; Communication","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":[0.001323589,0.00007992556,0.0002322209,0.0002070246,0.00007053265,0.00004576172,0.0001530117,0.00006575745,0.00003190543],"category_scores_gemma":[0.0001528803,0.00005277257,0.00003637219,0.0002543924,0.0002380315,0.00008178501,0.0001497754,0.0004848266,0.00001214421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001162636,"about_ca_system_score_gemma":0.00006422318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187527,"about_ca_topic_score_gemma":0.0006315584,"domain_scores_codex":[0.9984305,0.0003943414,0.0002807399,0.0002361095,0.0004497408,0.0002085792],"domain_scores_gemma":[0.9984788,0.0006760592,0.00004735211,0.0005448543,0.0001016332,0.0001513364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001062299,0.0003874646,0.9828355,0.00009843742,0.00005057393,5.800068e-7,0.0009106056,2.120032e-7,0.0000282492,0.0003215923,0.0001762164,0.01412828],"study_design_scores_gemma":[0.002435734,0.001755767,0.9908474,0.0001466226,0.00001756292,0.000005286266,0.003583877,0.00001493936,0.000005521247,0.001109265,0.00003613887,0.00004190519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913227,0.0009383914,0.000009562742,0.006604234,0.00002331981,0.0008662496,0.0001016469,0.000004456267,0.0001294534],"genre_scores_gemma":[0.9953381,0.003686641,0.0007924692,0.00001883607,0.00002255462,0.00003490851,0.00001064662,0.000009278047,0.00008657779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01408638,"threshold_uncertainty_score":0.2152003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591515773774373,"score_gpt":0.4238926152514142,"score_spread":0.3679774575136704,"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."}}