{"id":"W2599466693","doi":"10.1200/jco.2007.25.18_suppl.17022","title":"The use of the internet for medical information and a needs assessment for a web based educational resource: A survey of Canadian medical oncology trainees and training program directors","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"The Internet; Oncology; Medicine; Resource (disambiguation); Internal medicine; Medical education; Educational resources; Work (physics); Family medicine; Psychology; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002918016,0.000169234,0.0002679216,0.002061148,0.002313724,0.001383411,0.0008343633,0.0005157524,0.002353576],"category_scores_gemma":[0.009842729,0.000380671,0.0003433072,0.002830404,0.0007628967,0.0006438144,0.001033915,0.0007636772,0.0002793888],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01016901,"about_ca_system_score_gemma":0.01577593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7508059,"about_ca_topic_score_gemma":0.8062344,"domain_scores_codex":[0.9975871,0.0003261103,0.0001671786,0.0001372122,0.001113815,0.000668571],"domain_scores_gemma":[0.9881346,0.001400565,0.00230572,0.0001384471,0.004307944,0.003712651],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007238871,0.0002240932,0.9557289,0.0001996862,0.00002049922,0.0002388232,0.02128127,0.00006284917,0.0005124566,0.00008507581,0.005074446,0.01649942],"study_design_scores_gemma":[0.000008056488,0.0001142764,0.9562661,0.0001016069,0.00001246787,0.0001649655,0.0367492,0.0002095808,0.00009507544,0.000008574001,0.006251025,0.00001905384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943379,0.0003580474,0.00006746974,0.001109476,0.00001233169,0.000124609,0.0005721669,0.00001029587,0.003407767],"genre_scores_gemma":[0.9964386,0.0007296425,0.0003388123,0.000538883,0.00001242207,0.0000746322,0.0004442899,0.000007828936,0.001414873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.997082,"threshold_uncertainty_score":0.5013232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4646729707588054,"score_gpt":0.6384637901665955,"score_spread":0.1737908194077901,"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."}}