{"id":"W3136574895","doi":"10.1007/s13187-021-01996-2","title":"Quality of Glioblastoma Multiforme (GBM) Resources Available on the Internet","year":2021,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"University of British Columbia","keywords":"Glioblastoma; Medicine; The Internet; Quality (philosophy); Oncology; Cancer research; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001694769,0.0001492797,0.0003494656,0.003235794,0.0003516923,0.002004569,0.0004302477,0.0005085461,0.01383213],"category_scores_gemma":[0.03207436,0.0001259724,0.0004280899,0.003586876,0.0001833152,0.00242615,0.001137985,0.0005906346,0.001069531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006590058,"about_ca_system_score_gemma":0.0007160692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519132,"about_ca_topic_score_gemma":0.01730439,"domain_scores_codex":[0.9981925,0.0005788543,0.000329683,0.0001592268,0.0005272464,0.0002124665],"domain_scores_gemma":[0.970938,0.01418232,0.008370497,0.0005138817,0.00381349,0.002181834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004549264,0.0004086518,0.9190087,0.0004891161,0.0002586184,0.0001576493,0.001474452,0.0002106424,0.0001348839,0.0002475931,0.007877251,0.06927752],"study_design_scores_gemma":[0.00002211635,0.0001894733,0.9896711,0.0003758802,0.0002189922,0.0002538641,0.003494272,0.0007294098,0.0001493001,0.0002624512,0.004605163,0.00002807029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685154,0.003274502,0.0001492719,0.002527586,0.00005784063,0.00006998102,0.01219702,0.00004938452,0.01315897],"genre_scores_gemma":[0.9944621,0.001178068,0.0001360166,0.0003244226,0.0000532158,0.00002655597,0.002500788,0.00001952326,0.001299319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519132,"threshold_uncertainty_score":0.04627305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106437358449125,"score_gpt":0.4818521304514931,"score_spread":0.3754147720023681,"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."}}