{"id":"W2591284651","doi":"10.24251/hicss.2017.456","title":"Social Media in Healthcare","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Social media; Health care; Value (mathematics); Empirical research; Psychology; Public relations; Computer science; Sociology; Knowledge management; World Wide Web; Epistemology; Political science","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":[0.003092897,0.0003410052,0.0002858442,0.002423479,0.001957116,0.0086311,0.0006382951,0.002628478,0.01328317],"category_scores_gemma":[0.009613615,0.0001970747,0.0002604433,0.002299061,0.003350615,0.005735365,0.003734388,0.00217588,0.001728466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001969813,"about_ca_system_score_gemma":0.0021384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321397,"about_ca_topic_score_gemma":0.003321043,"domain_scores_codex":[0.9972076,0.001720333,0.0001230229,0.0002324947,0.0005008135,0.000215693],"domain_scores_gemma":[0.9875603,0.009514039,0.0009278353,0.0004279464,0.0006223437,0.0009476107],"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":[0.00008022116,0.0001099664,0.01092932,0.001895947,0.00008095389,0.0006403602,0.008724434,0.000671905,0.0006356577,0.3346193,0.09909914,0.5425128],"study_design_scores_gemma":[0.00002239099,0.0001246615,0.008749291,0.003233463,0.0000442916,0.0008519517,0.0066489,0.0006812584,0.0004120645,0.1314351,0.8477328,0.00006385245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03130529,0.2337566,0.009676402,0.2424731,0.008071047,0.0001893645,0.0008213687,0.0003633038,0.4733435],"genre_scores_gemma":[0.7136366,0.1813314,0.01089824,0.03291862,0.01383765,0.0003279286,0.0004034064,0.0001244678,0.04652161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01328317,"threshold_uncertainty_score":0.04443663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1632488359073105,"score_gpt":0.4091511741759207,"score_spread":0.2459023382686102,"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."}}