{"id":"W3216930759","doi":"10.1387/zer.22667","title":"Online Reputation Management in Canadian Hospitals","year":2021,"lang":"en","type":"article","venue":"Zer - Revista de Estudios de Comunicación","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Publishing; Business; Social media; Dissemination; Public relations; Reputation management; Key (lock); Health information; Advertising; Health care; Political science; World Wide Web; Computer science","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":[0.004634751,0.0002767346,0.0003393696,0.00467175,0.007203933,0.007696444,0.001100979,0.0006486681,0.005438966],"category_scores_gemma":[0.01830256,0.0002132648,0.0003750951,0.006962523,0.001745055,0.001584373,0.002360704,0.0008708349,0.0003785008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07840669,"about_ca_system_score_gemma":0.08011095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631701,"about_ca_topic_score_gemma":0.9726468,"domain_scores_codex":[0.9940859,0.001118709,0.0002033456,0.0003740307,0.002593941,0.00162402],"domain_scores_gemma":[0.9758335,0.002872872,0.004341651,0.0005968564,0.01010568,0.006249554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003180166,0.0003243278,0.6803562,0.0004876702,0.0001614632,0.0008334168,0.03173023,0.001035366,0.000666748,0.01567982,0.04164335,0.2267634],"study_design_scores_gemma":[0.0000387187,0.000130554,0.8656164,0.0004174809,0.0001256887,0.0002621824,0.04598562,0.002017537,0.0004790804,0.0009930546,0.08377778,0.0001559011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504379,0.005489519,0.0006251767,0.01234192,0.0002277983,0.000143578,0.001196096,0.0001025079,0.1294356],"genre_scores_gemma":[0.9937842,0.001202734,0.0002347602,0.0002937711,0.00003753537,0.0000128748,0.0001905893,0.00001067523,0.004232815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07840669,"threshold_uncertainty_score":0.5688831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05375935472152516,"score_gpt":0.3875165808550587,"score_spread":0.3337572261335335,"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."}}