{"id":"W2051514403","doi":"10.1080/10810730500267605","title":"Portrayal of Childhood Cancer in English Language Magazines in North America: 1970–2001","year":2005,"lang":"en","type":"article","venue":"Journal of Health Communication","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Stigma (botany); Personality psychology; Psychology; Childhood cancer; Character (mathematics); Sociology; Developmental psychology; Social psychology; Cancer; Medicine; Psychiatry; Personality","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001777806,0.0001183076,0.0006749444,0.0003690208,0.00003391235,0.000006052504,0.0002960241,0.00005734445,0.00008241011],"category_scores_gemma":[0.0004041817,0.0001120796,0.00009261314,0.0005490185,0.00006305579,0.0002070279,0.00004905015,0.0006762442,0.000002331087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004141126,"about_ca_system_score_gemma":0.0008741925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003907379,"about_ca_topic_score_gemma":0.04081976,"domain_scores_codex":[0.9971836,0.0004407019,0.001607622,0.0001038472,0.0004134325,0.0002508051],"domain_scores_gemma":[0.9975837,0.0001756385,0.001352071,0.0005187579,0.0002332708,0.0001365599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003208237,0.002083921,0.6771651,0.0003931229,0.0000661299,0.00001106462,0.1206078,0.0008803403,0.000084717,0.00002143625,0.002631637,0.1957339],"study_design_scores_gemma":[0.002518068,0.0003012398,0.9832754,0.0009850163,0.00001740251,0.00002999234,0.005283756,0.00008215088,0.00004842461,0.0000133894,0.007354478,0.00009066986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489173,0.02164487,0.00001575558,0.02859018,0.0001063737,0.0002661832,0.00001349689,0.00001204224,0.0004337591],"genre_scores_gemma":[0.9825221,0.01114343,0.003665834,0.002329264,0.0002709099,0.000006769757,0.00002141318,0.0000173567,0.00002294368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3061103,"threshold_uncertainty_score":0.9766828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532343332462826,"score_gpt":0.3560421204650673,"score_spread":0.3307186871404391,"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."}}