{"id":"W3194499814","doi":"10.1016/j.jclinepi.2021.08.009","title":"Pearls on science, collaboration, and mentorship in health research: A masterclass conversation with Dr. John Ioannidis","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University; Impact","funders":"","keywords":"Mentorship; Conversation; Enthusiasm; Passion; Medical education; Library science; Psychology; Medicine; Computer science","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":[0.1625584,0.001456662,0.003988967,0.003501964,0.01742951,0.02439623,0.004478556,0.02915223,0.007870642],"category_scores_gemma":[0.2610249,0.001837821,0.00190812,0.002541413,0.02538911,0.02949514,0.01537168,0.1190717,0.002768446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01401728,"about_ca_system_score_gemma":0.02738495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008710997,"about_ca_topic_score_gemma":0.01523002,"domain_scores_codex":[0.9220344,0.04686285,0.00513403,0.005021475,0.01668331,0.004263974],"domain_scores_gemma":[0.5926435,0.2841446,0.009055181,0.006137876,0.03962697,0.06839192],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005622781,0.00007138853,0.0002300616,0.0002179559,0.00003831078,0.0002672103,0.002982253,0.00006853776,0.0000888793,0.01472559,0.963791,0.01746268],"study_design_scores_gemma":[0.0001586634,0.0001322726,0.0005263638,0.002789754,0.00005737962,0.0008841552,0.009318914,0.0003876121,0.0002023885,0.04141444,0.9439232,0.0002047556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00005173475,0.003539845,0.0001405374,0.9870349,0.008943278,0.000004065707,0.000003431504,0.000006787132,0.0002754172],"genre_scores_gemma":[0.004828201,0.01468064,0.001029507,0.9387663,0.03829874,0.00006805268,0.000009140087,0.00008593817,0.002233462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8374416,"threshold_uncertainty_score":0.8597015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9637595246206594,"score_gpt":0.7301382971367617,"score_spread":0.2336212274838977,"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."}}