{"id":"W1983658022","doi":"10.1016/j.arthro.2014.06.009","title":"YouTube As an Information Source for Femoroacetabular Impingement: A Systematic Review of Video Content","year":2014,"lang":"en","type":"review","venue":"Arthroscopy The Journal of Arthroscopic and Related Surgery","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Femoroacetabular impingement; Intraclass correlation; Quality Score; Video quality; Reliability (semiconductor); Quality (philosophy); Medicine; Computer science; Physical therapy; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01969116,0.0004584708,0.004401205,0.0003588925,0.0008367474,0.00004503482,0.000416918,0.0005472313,0.0002023441],"category_scores_gemma":[0.003710304,0.000244883,0.00063971,0.0003383354,0.0001834253,0.00249268,0.00008834378,0.001211062,0.00006159826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275231,"about_ca_system_score_gemma":0.001345513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002511488,"about_ca_topic_score_gemma":0.000002366609,"domain_scores_codex":[0.9846073,0.004074217,0.01008641,0.0001808555,0.0005489512,0.0005022737],"domain_scores_gemma":[0.9815081,0.003190265,0.01288295,0.0008112481,0.001261576,0.0003458025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000557742,0.00005233372,0.00004240262,0.9674653,0.0003015586,3.713797e-7,0.003183467,0.000001038705,1.704324e-7,0.0001800797,0.001008393,0.02770909],"study_design_scores_gemma":[0.0004458824,0.0003608006,0.000007508359,0.6627714,0.00195706,0.00006230833,0.001156561,0.0000947123,7.296848e-7,0.00008975562,0.3328497,0.0002036232],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001006412,0.9888246,0.002639197,0.0001838639,0.001784422,0.005349819,0.00004223507,0.00002983386,0.0001396321],"genre_scores_gemma":[0.0001326094,0.9958841,0.0002279871,0.003139584,0.0001414306,0.0001529569,0.0001471466,0.00003602719,0.0001381304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3318413,"threshold_uncertainty_score":0.9986041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07417919029068278,"score_gpt":0.4319422622123961,"score_spread":0.3577630719217133,"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."}}