{"id":"W4312430469","doi":"10.2196/41320","title":"Social Support in a Diabetes Online Community: Mixed Methods Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Social support; Content analysis; Prediabetes; Type 2 diabetes; Psychology; Applied psychology; Diabetes mellitus; Medicine; Social psychology; Sociology","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":[0.0231451,0.0005345927,0.000925769,0.008146063,0.002443264,0.003400606,0.001444706,0.0007846297,0.003839448],"category_scores_gemma":[0.04951754,0.0004949126,0.001256594,0.009865234,0.001578893,0.002137347,0.004119015,0.000843021,0.0004729056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004402585,"about_ca_system_score_gemma":0.003930091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005248644,"about_ca_topic_score_gemma":0.00979441,"domain_scores_codex":[0.9824889,0.01123912,0.001598363,0.001469658,0.00255199,0.0006520597],"domain_scores_gemma":[0.941446,0.04553403,0.003916577,0.001763574,0.006737498,0.0006023291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008614034,0.0009652321,0.1280762,0.009601524,0.0005663938,0.0008690213,0.5790654,0.001399452,0.005502389,0.007247116,0.00841587,0.25743],"study_design_scores_gemma":[0.000375599,0.001341177,0.287871,0.004939792,0.000871256,0.0005551664,0.597074,0.01837538,0.007941899,0.01186581,0.06838804,0.0004007643],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272689,0.0008798469,0.03392078,0.001033549,0.0000915365,0.02253259,0.007981394,0.0001790508,0.006112519],"genre_scores_gemma":[0.7898256,0.0009096971,0.1434228,0.0005927228,0.00008065793,0.05665705,0.005361082,0.0001675841,0.002982842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0231451,"threshold_uncertainty_score":0.1224044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838817376463202,"score_gpt":0.5331885322286535,"score_spread":0.3493067945823333,"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."}}