{"id":"W2005548563","doi":"10.1136/bmj.332.7547.925","title":"Are virtual communities good for our health?","year":2006,"lang":"en","type":"letter","venue":"BMJ","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Internet privacy; Public relations; The Internet; Medicine; Business; Political science; World Wide Web; Computer science","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":[0.001387171,0.0001781794,0.0004055413,0.0001199569,0.001254448,0.00009105533,0.000471523,0.0008176421,0.00003169594],"category_scores_gemma":[0.001331139,0.0002064163,0.0001238784,0.000173912,0.0001438156,0.00008173518,0.00002801565,0.0009718218,0.00008220377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007375472,"about_ca_system_score_gemma":0.001884858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06064685,"about_ca_topic_score_gemma":0.03275239,"domain_scores_codex":[0.9971533,0.0009384021,0.0004621662,0.0001774032,0.0005743112,0.0006944423],"domain_scores_gemma":[0.9959289,0.002502283,0.0009164994,0.0003227343,0.0002295928,0.00009993631],"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":[0.000001819659,0.00001730006,0.001109025,0.0001694291,0.000008229945,0.000001467124,0.01477915,3.794165e-7,8.643653e-9,0.0007009495,0.9799473,0.00326492],"study_design_scores_gemma":[0.0001116634,0.00004814238,0.002016476,0.0001556223,0.00001083103,2.794748e-7,0.03798584,8.047941e-7,1.372232e-7,0.0007335972,0.9587429,0.0001937193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003724439,0.0003021847,0.00002384241,0.9686385,0.02232771,0.003843731,0.0001831753,0.0001361829,0.004172184],"genre_scores_gemma":[0.00234766,0.00006515661,0.0006199972,0.8877621,0.09355992,0.005915627,0.0007818735,0.0000715761,0.008876118],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08087648,"threshold_uncertainty_score":0.9848974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2492928967071554,"score_gpt":0.4727568653067914,"score_spread":0.223463968599636,"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."}}