{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005036063,0.0001069905,0.0002559958,0.00008666441,0.002455954,0.00004209037,0.0002069858,0.0000668153,0.00001109671],"category_scores_gemma":[0.00378311,0.00003511727,0.00006401638,0.00009813384,0.001067354,0.00008865348,0.00005297984,0.0005465688,0.000005237714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419932,"about_ca_system_score_gemma":0.001322953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154124,"about_ca_topic_score_gemma":0.00570583,"domain_scores_codex":[0.9955989,0.003360302,0.0002753869,0.0001893735,0.0002178579,0.0003582325],"domain_scores_gemma":[0.9942709,0.00454333,0.0002068407,0.0003011463,0.0004432541,0.000234527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005817147,0.00001752646,0.4130038,0.00004103066,0.0003584561,0.000002054391,0.01995296,0.000006286158,0.000003153649,0.01711437,0.5367256,0.01219302],"study_design_scores_gemma":[0.001640089,0.0006166093,0.4098768,0.0001038331,0.00006598655,0.00001088092,0.1197993,0.000004327812,4.259965e-7,0.002535627,0.4652832,0.00006288499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5865916,0.0004554836,0.00001360118,0.4070482,0.00120184,0.002611199,0.0001120784,0.000002875176,0.001963161],"genre_scores_gemma":[0.9960151,0.0001319115,0.000005555711,0.002968409,0.0003370679,0.0001272901,0.000001261675,0.000007376253,0.0004059939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4094236,"threshold_uncertainty_score":0.9988427,"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."}}