{"id":"W2901669534","doi":"10.2196/10530","title":"Investigation of Radiation Oncologists’ Awareness of Online Reputation Management","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Reputation management; Knowledge management; Business; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009434177,0.0001053953,0.0001923342,0.0009977059,0.000490922,0.001172509,0.0003799613,0.000596987,0.001769502],"category_scores_gemma":[0.04465855,0.0002223998,0.0002354647,0.000817009,0.0004775497,0.0009211352,0.0009717571,0.0006991066,0.000303807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534474,"about_ca_system_score_gemma":0.001345258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762065,"about_ca_topic_score_gemma":0.002518486,"domain_scores_codex":[0.9926174,0.004653901,0.0006697634,0.0003662988,0.001213506,0.0004792018],"domain_scores_gemma":[0.9209659,0.033203,0.03388222,0.002039111,0.006568852,0.003341044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007221832,0.000210853,0.978456,0.000101952,0.00002854127,0.0001038438,0.005871073,0.00003541624,0.0002800863,0.0000547863,0.0006466781,0.01413864],"study_design_scores_gemma":[0.00001656006,0.0006389103,0.9799565,0.0001205555,0.0000335979,0.0006506201,0.0146438,0.0005488388,0.0002798062,0.00006607354,0.003029652,0.00001497701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969646,0.000239813,0.0001710124,0.0006407662,0.000008767352,0.00003505453,0.00006905389,0.000005786356,0.001865114],"genre_scores_gemma":[0.9990958,0.0002105731,0.0002275924,0.0002084432,0.00001869049,0.00003144459,0.00004802544,0.000001563129,0.0001579317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009434177,"threshold_uncertainty_score":0.04989332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635305094774827,"score_gpt":0.5135894400119062,"score_spread":0.3500589305344235,"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."}}