{"id":"W3125797495","doi":"10.1080/01609513.2020.1868703","title":"Support in a box labeled IASWG","year":2021,"lang":"en","type":"article","venue":"Social Work With Groups","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Isolation (microbiology); Social support; Social isolation; Pandemic; Psychology; Social work; Support group; Sociology; Social psychology; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Psychotherapist; Psychiatry; Biology; Philosophy; Linguistics; Law; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.001382163,0.0004125835,0.0002928768,0.0004324795,0.005465194,0.003426784,0.0007298461,0.003525676,0.1456909],"category_scores_gemma":[0.002566035,0.0001478688,0.000400868,0.0004730334,0.002099702,0.00375581,0.005696574,0.004269436,0.02190069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008498171,"about_ca_system_score_gemma":0.003386758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443254,"about_ca_topic_score_gemma":0.007370317,"domain_scores_codex":[0.9989895,0.0003790971,0.0000404189,0.00007571912,0.0001916691,0.0003236824],"domain_scores_gemma":[0.9984059,0.0001985529,0.00007891007,0.00006124775,0.000152823,0.001102663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007473765,0.0001098339,0.0009181253,0.0001755612,0.000004473943,0.0003253649,0.003298749,0.0000365979,0.0003951315,0.03195498,0.8943563,0.06835014],"study_design_scores_gemma":[0.00001565351,0.00007326363,0.0008191295,0.0003007162,0.000002321435,0.0001730921,0.002916375,0.00002418883,0.00005795525,0.002376082,0.9932319,0.00000945242],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01846075,0.006110791,0.001896788,0.2626862,0.03221803,0.000544848,0.0008288606,0.0008714841,0.6763823],"genre_scores_gemma":[0.1470947,0.008870424,0.007990191,0.1483219,0.007284663,0.00116474,0.0007146623,0.0002614259,0.6782973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1456909,"threshold_uncertainty_score":0.4873845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959584344668811,"score_gpt":0.4072509649830567,"score_spread":0.3676551215363686,"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."}}