{"id":"W2523816486","doi":"10.1016/j.cjca.2016.07.459","title":"HEART FAILURE VIDEOS ON YOUTUBE - THE GOOD, THE BAD, AND THE UGLY: A STUDY ON THE UTILITY AND EDUCATION VALUE FOR PATIENTS, HEALTHCARE PRACTITIONERS AND LEARNERS","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Heart failure; Health care; Value (mathematics); Patient education; Medical emergency; Public relations; Nursing; Cardiology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00383682,0.0002292084,0.0003940405,0.001284973,0.001771521,0.00344774,0.0005363027,0.001243627,0.006464329],"category_scores_gemma":[0.04133543,0.0002041391,0.0003502855,0.0008747614,0.001190573,0.004542412,0.002027214,0.001610391,0.0006526722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019435,"about_ca_system_score_gemma":0.001640049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01716139,"about_ca_topic_score_gemma":0.03243982,"domain_scores_codex":[0.9976456,0.001210262,0.000145279,0.0001223955,0.0005968549,0.0002795453],"domain_scores_gemma":[0.9717399,0.01898518,0.003513814,0.0005102156,0.00255925,0.002691677],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001425999,0.003077029,0.7075695,0.001040048,0.0003410035,0.001099991,0.1039984,0.0002128413,0.0006686465,0.003506559,0.0244459,0.152614],"study_design_scores_gemma":[0.0002352764,0.001692149,0.7028772,0.001642008,0.0004338118,0.001345439,0.2471423,0.001567954,0.0007647399,0.001884163,0.04023445,0.0001805562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767212,0.001083275,0.0001079155,0.003191862,0.0001111174,0.00008907448,0.0005113717,0.00001227011,0.01817193],"genre_scores_gemma":[0.9951059,0.0007479902,0.0001802526,0.0008907157,0.00007281369,0.00004516227,0.0002321815,0.00001196947,0.002712929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9961632,"threshold_uncertainty_score":0.034123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06290386412701188,"score_gpt":0.3876999534040981,"score_spread":0.3247960892770862,"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."}}