{"id":"W2592840686","doi":"10.1080/1369118x.2017.1299778","title":"Motives for sharing illness experiences on Twitter: conversations of parents with children diagnosed with cancer","year":2017,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Information sharing; Key (lock); The Internet; Psychology; Childhood cancer; Health care; Health information; Public relations; Social psychology; Internet privacy; Cancer; Medicine; Political science; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009038291,0.0001464898,0.0002281228,0.00004775866,0.003540794,0.0001033686,0.0007922692,0.0001168387,0.0001529563],"category_scores_gemma":[0.0002173733,0.0001047568,0.00006549563,0.0001099352,0.0002819041,0.004550362,0.0001434104,0.0003149183,0.00001665944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548218,"about_ca_system_score_gemma":0.000301931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000827627,"about_ca_topic_score_gemma":0.0001024667,"domain_scores_codex":[0.9982342,0.00009925632,0.001001102,0.0001224011,0.0002937609,0.0002492825],"domain_scores_gemma":[0.995275,0.0003973688,0.002138699,0.001203104,0.0008986579,0.0000871338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001696273,0.00005734824,0.5901304,0.0003068022,0.00005634325,5.233832e-9,0.4016412,0.0002375538,7.567047e-7,0.001348192,0.001800964,0.004250783],"study_design_scores_gemma":[0.003633768,0.0001339198,0.7912886,0.000834338,0.00002531315,2.664663e-7,0.1829841,0.01034953,0.0001251045,0.0001049673,0.01025902,0.000261113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858504,0.00002554305,0.007048718,0.001088847,0.000110754,0.001889132,0.000148911,0.00007122216,0.003766501],"genre_scores_gemma":[0.991402,0.0002254134,0.00336578,0.002239438,0.0000310429,0.002254686,0.0004225573,0.000008511952,0.00005054701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186571,"threshold_uncertainty_score":0.9977565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07082160826257133,"score_gpt":0.4419831173798481,"score_spread":0.3711615091172767,"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."}}