{"id":"W2056216738","doi":"10.1002/hed.20114","title":"Survey of computer use for health topics by patients with head and neck cancer","year":2004,"lang":"en","type":"article","venue":"Head & Neck","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Head and neck cancer; Psychological intervention; Cancer; Health care; Family medicine; The Internet; Health information; Head and neck; Health education; Physical therapy; Public health; Surgery; Internal medicine; Nursing; World Wide Web","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":[0.0007240955,0.0001435982,0.0003826685,0.00004786327,0.0004373874,0.0000165265,0.00009129849,0.0001182071,0.00005349573],"category_scores_gemma":[0.0001153225,0.0001088271,0.00002044379,0.0001716382,0.00004838575,0.0006467291,0.00004682368,0.0002691423,0.000007813203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035083,"about_ca_system_score_gemma":0.0007434906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686061,"about_ca_topic_score_gemma":0.007725189,"domain_scores_codex":[0.9977779,0.0002396907,0.001095346,0.0002263601,0.0001916667,0.0004690718],"domain_scores_gemma":[0.99814,0.0002539393,0.0005142901,0.000275116,0.0005632247,0.0002534031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002559827,0.0001378205,0.9737423,0.001142104,0.000007756133,2.995162e-8,0.001774027,0.00001396674,2.343576e-7,0.0001403077,0.01249918,0.01028627],"study_design_scores_gemma":[0.003355328,0.0005004678,0.914771,0.0005063576,0.00000256359,7.657897e-8,0.00001695894,0.0003358388,0.000002289847,0.00002794823,0.08038045,0.0001006784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915231,0.0001307829,0.00337259,0.001881992,0.000342607,0.001645504,0.001025377,0.00003575646,0.0000422569],"genre_scores_gemma":[0.9601511,0.0001240353,0.01289315,0.02534683,0.0001507781,0.0002113687,0.0008161456,0.00003056247,0.00027597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06788127,"threshold_uncertainty_score":0.9896862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08293143153329158,"score_gpt":0.4480600012478261,"score_spread":0.3651285697145345,"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."}}