{"id":"W2076866815","doi":"10.5737/1181912x184193198","title":"Understanding the role of cancer informational support in relation to health care service use among newly diagnosed individuals","year":2008,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; MiQro Innovation Collaborative Centre; Université de Montréal; Jewish General Hospital; Canadian Nurses Association","funders":"Canadian Nurses Foundation; McGill University","keywords":"Relation (database); Service (business); Health care; Cancer; Psychology; Environmental health; Medicine; Business; Marketing; Computer science; Data mining; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001965783,0.0001196941,0.0002923424,0.0006331453,0.002133665,0.00002425523,0.0002324915,0.0002531966,0.00046018],"category_scores_gemma":[0.0003976937,0.00009954093,0.00003903551,0.0006608129,0.0001056519,0.0014688,0.00001796922,0.001212038,0.00002681698],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0150218,"about_ca_system_score_gemma":0.02420773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05194468,"about_ca_topic_score_gemma":0.284986,"domain_scores_codex":[0.9964824,0.0007477714,0.001689163,0.0001124947,0.00027981,0.000688347],"domain_scores_gemma":[0.9970343,0.0005511424,0.0009862895,0.000170086,0.0004689448,0.0007893101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003043065,0.00001468048,0.7319343,0.00004093737,0.000008369009,0.000003946203,0.2459138,0.001117137,3.963551e-7,0.0005566575,0.01337361,0.007005788],"study_design_scores_gemma":[0.0009220515,0.000090502,0.8810962,0.0007677734,0.000006744842,0.00002454977,0.05803802,0.001049296,7.296725e-7,0.0003497734,0.05756216,0.00009219572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692736,0.0003014931,0.00110229,0.02067847,0.001107814,0.001047025,0.0001453098,0.00001594831,0.006328083],"genre_scores_gemma":[0.976448,0.00009333213,0.0007791665,0.02233758,0.0001777357,0.00004631188,0.00007093891,0.00001102068,0.00003592783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2330413,"threshold_uncertainty_score":0.9991654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121761857869216,"score_gpt":0.4433289920613683,"score_spread":0.3215671341921523,"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."}}