{"id":"W2583024859","doi":"10.1097/acm.0000000000001528","title":"In Reply to Phillips et al","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Saskatchewan; Canadian Mental Health Association","funders":"","keywords":"Audience measurement; Skepticism; Followership; Quality (philosophy); Public relations; Social media; Psychology; Medical education; Popularity; Sociology; Political science; Computer science; Social psychology; Medicine; World Wide Web; Law; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006031166,0.00167474,0.001922423,0.001676216,0.004103445,0.006156404,0.004299935,0.04637148,0.02496282],"category_scores_gemma":[0.05738357,0.001356443,0.001726526,0.001290669,0.004058682,0.008508069,0.004000001,0.05285855,0.02310697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003818794,"about_ca_system_score_gemma":0.005978751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003247346,"about_ca_topic_score_gemma":0.003948059,"domain_scores_codex":[0.9940634,0.001251146,0.0008005554,0.001013799,0.002133636,0.0007374415],"domain_scores_gemma":[0.9810336,0.007390568,0.001654279,0.0007313635,0.00594748,0.003242779],"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":[0.00001072574,0.000009841626,0.0001290375,0.00005051212,0.000005209938,0.0001599831,0.00006092536,0.000009296934,0.00002136298,0.000247878,0.9965909,0.002704436],"study_design_scores_gemma":[0.00003450545,0.00003339316,0.0005373622,0.0003272575,0.00001661635,0.001073955,0.0005646709,0.0001023951,0.0001497774,0.001548011,0.9955543,0.00005769957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001622258,0.001277704,0.0001150219,0.8345538,0.162498,0.00002448069,0.00008340642,0.0001091852,0.001176331],"genre_scores_gemma":[0.001142677,0.001007998,0.0001689989,0.9084871,0.08244091,0.00007031285,0.00004175261,0.00004484325,0.006595349],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04637148,"threshold_uncertainty_score":0.08350891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2207225989869529,"score_gpt":0.5085847495704999,"score_spread":0.287862150583547,"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."}}