{"id":"W3209536675","doi":"10.1016/j.ijrobp.2021.07.624","title":"Characteristics Assessment of Online YouTube Videos on Radiotherapy for Lung Cancer","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre; University Health Network; University of British Columbia","funders":"","keywords":"Medicine; Lung cancer; Radiation therapy; Descriptive statistics; Cancer; Medical physics; Surgery; Internal medicine; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000515344,0.0001966998,0.0002544262,0.00192123,0.0006038533,0.0009102608,0.0002956074,0.0005798244,0.01414282],"category_scores_gemma":[0.01045502,0.0001548475,0.0006715917,0.001497468,0.0001775386,0.001160997,0.0007494339,0.0006786518,0.00176096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007021681,"about_ca_system_score_gemma":0.0006089946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01725969,"about_ca_topic_score_gemma":0.03395423,"domain_scores_codex":[0.9993585,0.00009782286,0.0001209988,0.00006623547,0.0001804902,0.0001760053],"domain_scores_gemma":[0.9919497,0.002495953,0.00281717,0.0001237433,0.001582274,0.001031099],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003434531,0.0006970447,0.9832561,0.0001223853,0.00008613199,0.0001822578,0.001629014,0.0001007293,0.0002791462,0.00005263782,0.002471375,0.01077976],"study_design_scores_gemma":[0.000008551817,0.0001689688,0.9946415,0.00003381142,0.00002460492,0.0001418673,0.003269573,0.0003858946,0.0001034642,0.00002354843,0.001184329,0.00001391835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920868,0.00009071502,0.00007460264,0.0001271064,0.00001738813,0.000174607,0.004149675,0.000009150855,0.003269917],"genre_scores_gemma":[0.9896214,0.0001915888,0.0002663841,0.0001350528,0.00002699778,0.0002943164,0.004548385,0.00001703563,0.00489881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9994847,"threshold_uncertainty_score":0.04731244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05082790793656229,"score_gpt":0.5099360493374098,"score_spread":0.4591081414008475,"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."}}