{"id":"W2809216312","doi":"10.1097/ncc.0000000000000619","title":"Managing Cancer Experiences","year":2018,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging; University of Saskatchewan","funders":"","keywords":"Medicine; Cancer; Internal medicine","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004956596,0.0001015071,0.0001517723,0.00007004652,0.00141516,0.00002119749,0.0001700166,0.00008825354,0.007847429],"category_scores_gemma":[0.00004417619,0.00008461563,0.00002639605,0.0002837791,0.0002057595,0.0007958819,0.00002686258,0.0002867751,0.0002386731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005221409,"about_ca_system_score_gemma":0.0004294462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006405494,"about_ca_topic_score_gemma":0.00007715906,"domain_scores_codex":[0.9983223,0.0001462666,0.0006389647,0.0002060855,0.0001687085,0.0005176431],"domain_scores_gemma":[0.999025,0.00006825796,0.0002649087,0.0002290258,0.0002599602,0.0001528238],"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":[0.00007166267,0.00001839275,0.05423784,0.0002321746,0.000005986913,2.18967e-7,0.3345987,0.000003935716,0.00004985085,0.0005085006,0.03251895,0.5777538],"study_design_scores_gemma":[0.0008425219,0.00005520748,0.04170627,0.004452567,0.00001854877,5.398946e-7,0.1515653,0.01130217,0.0009982936,0.002248705,0.7864003,0.0004095777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870514,0.001302871,0.005582188,0.004875083,0.01177168,0.0004992881,0.00001059172,0.0001995067,0.1052448],"genre_scores_gemma":[0.9841347,0.0001631992,0.0005975818,0.01058297,0.002417314,0.0005630068,0.000003761944,0.00001324485,0.001524236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7538813,"threshold_uncertainty_score":0.9998848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09736127297561123,"score_gpt":0.5477077015701479,"score_spread":0.4503464285945367,"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."}}