{"id":"W2045856182","doi":"10.1177/2150131914522061","title":"Health 2.0—Lessons Learned","year":2014,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Environmental health; Family medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01298605,0.0001379624,0.0006807867,0.000236246,0.00308205,0.00006736456,0.0008133043,0.0001345255,0.0000343211],"category_scores_gemma":[0.004675902,0.0001435658,0.0001480638,0.0005092337,0.0002631363,0.0003118626,0.00007836601,0.001887791,0.00001652362],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00800772,"about_ca_system_score_gemma":0.01958712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1106985,"about_ca_topic_score_gemma":0.06979318,"domain_scores_codex":[0.9877111,0.00971724,0.0009405401,0.0001120942,0.0008684502,0.0006505369],"domain_scores_gemma":[0.9923676,0.003929473,0.001522021,0.0004926884,0.0007421253,0.0009460612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002876663,0.0001948474,0.007344111,0.0004658496,0.00001111957,4.470216e-7,0.2138336,0.000005443781,0.000002957868,0.006330107,0.005651353,0.7661314],"study_design_scores_gemma":[0.0006855108,0.001171006,0.2826906,0.000500102,0.0000112486,0.000008683508,0.07655053,0.000001654391,0.000002562114,0.003024269,0.6351812,0.0001726441],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3134321,0.009054234,0.001148233,0.614368,0.0136693,0.00154394,0.00001936126,0.0001480145,0.04661679],"genre_scores_gemma":[0.9765011,0.005463585,0.003909809,0.01193708,0.002089598,0.00001748886,0.00002338232,0.00002733023,0.00003060194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7659587,"threshold_uncertainty_score":0.9982158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2253241210894509,"score_gpt":0.4851224918517634,"score_spread":0.2597983707623125,"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."}}