{"id":"W2015957773","doi":"10.1371/journal.pone.0059963","title":"Analysis of Free Online Physician Advice Services","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advice (programming); Scope (computer science); Medical education; Medicine; World Wide Web; Computer science; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003418389,0.0003207334,0.0004252965,0.006238746,0.0005352859,0.00161712,0.0008161036,0.0007128565,0.0135207],"category_scores_gemma":[0.03787885,0.0001896286,0.00071982,0.006005335,0.0003672256,0.001211056,0.0009092296,0.000503279,0.002083468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621025,"about_ca_system_score_gemma":0.001722616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432233,"about_ca_topic_score_gemma":0.009422326,"domain_scores_codex":[0.9945863,0.001759456,0.0004114876,0.000462041,0.002364599,0.0004159868],"domain_scores_gemma":[0.9345478,0.04648248,0.006787422,0.001514815,0.008747292,0.001920062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002357271,0.001617533,0.8144975,0.001511233,0.0004312946,0.0005444332,0.00490237,0.003056755,0.001529737,0.002433971,0.01129572,0.1558221],"study_design_scores_gemma":[0.00009108968,0.0004345569,0.9726362,0.0001245756,0.0001162965,0.0003771913,0.002186591,0.01234919,0.0008706684,0.0006320477,0.01014533,0.00003626377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845529,0.0005640823,0.0008578863,0.0003132598,0.00001269012,0.0002133624,0.007552222,0.0001175083,0.005816211],"genre_scores_gemma":[0.9866797,0.0001893705,0.00135232,0.00009933603,0.00003860199,0.0001579884,0.00888178,0.00005687918,0.002544033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01432233,"threshold_uncertainty_score":0.04523122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06847521543433584,"score_gpt":0.3916823049425573,"score_spread":0.3232070895082215,"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."}}