{"id":"W2146122559","doi":"10.1111/hex.12296","title":"Informational needs of gastrointestinal oncology patients","year":2014,"lang":"en","type":"article","venue":"Health Expectations","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Cancer Care Ontario; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Information needs; Medicine; Gastrointestinal cancer; Family medicine; Needs assessment; Modalities; Cancer; Colorectal cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008174166,0.0001107064,0.0002036078,0.0006136052,0.0005088397,0.0005636815,0.0001978727,0.0003767934,0.002570675],"category_scores_gemma":[0.006713691,0.0001021515,0.0002193586,0.0006324195,0.0002145332,0.0004575691,0.000652703,0.0003694401,0.0001901747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006072851,"about_ca_system_score_gemma":0.001068551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006897826,"about_ca_topic_score_gemma":0.009954006,"domain_scores_codex":[0.999424,0.0002015542,0.00007413274,0.00002608118,0.0001574502,0.000116792],"domain_scores_gemma":[0.9970556,0.0009738728,0.001006143,0.00003282501,0.0004310055,0.0005005932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002298392,0.0001844578,0.9508213,0.0003616178,0.00003756282,0.0006455891,0.01215952,0.0001316496,0.0005284292,0.00008614663,0.002559152,0.03225479],"study_design_scores_gemma":[0.00002520302,0.0006566843,0.9680656,0.0001691863,0.0000368242,0.001729864,0.02406354,0.0002940304,0.0002306452,0.0001012847,0.004606784,0.00002030085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978028,0.0002890888,0.00002162578,0.0004585001,0.000004538651,0.00002172084,0.0001596139,0.000002712482,0.001239475],"genre_scores_gemma":[0.9987866,0.0003776645,0.0001730021,0.0002121755,0.00001077238,0.00002453516,0.0001495743,0.000001067829,0.0002646371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006897826,"threshold_uncertainty_score":0.01371539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04623441255183239,"score_gpt":0.4511050178551229,"score_spread":0.4048706053032905,"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."}}