{"id":"W3196531884","doi":"10.2196/28002","title":"“Skip the Small Talk” Virtual Event Intended to Promote Social Connection During a Global Pandemic: Online Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health via Writing","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social distance; Psychology; Affect (linguistics); Event (particle physics); Pandemic; Social media; Coronavirus disease 2019 (COVID-19); Social psychology; Medicine; Computer science; World Wide Web; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043092,0.000322641,0.0003849313,0.0009756311,0.001422665,0.001149059,0.0005011325,0.0008859619,0.003106377],"category_scores_gemma":[0.009596686,0.0004408607,0.0004998966,0.0007140301,0.0006054735,0.001898651,0.001188745,0.001441079,0.00089685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007061092,"about_ca_system_score_gemma":0.001283662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003560177,"about_ca_topic_score_gemma":0.007668715,"domain_scores_codex":[0.9983064,0.0009890087,0.0001305558,0.0001449914,0.0001784966,0.0002505743],"domain_scores_gemma":[0.9929335,0.002392715,0.001372183,0.0003244056,0.001124401,0.001852741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006777695,0.01090224,0.8444425,0.001004116,0.0001931934,0.0007518591,0.08549825,0.000157086,0.0008932108,0.0005536436,0.006860713,0.04806538],"study_design_scores_gemma":[0.0002641329,0.007134372,0.8405917,0.000464476,0.0001344774,0.0005830111,0.1376748,0.0009512072,0.0003933798,0.0002608322,0.01145798,0.00008962141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977645,0.00007440709,0.0001986277,0.000162896,0.00001832758,0.0005138826,0.0003238872,0.000005988841,0.0009374674],"genre_scores_gemma":[0.9944565,0.0003139905,0.001016821,0.0007068581,0.00005671555,0.002194024,0.0004959743,0.00000827669,0.0007508587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0043092,"threshold_uncertainty_score":0.02278948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2566154250904671,"score_gpt":0.543242517352348,"score_spread":0.2866270922618808,"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."}}