{"id":"W4280554213","doi":"10.1186/s13643-022-01959-8","title":"Video-based interviewing in medicine: a scoping review","year":2022,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; PsycINFO; Interview; MEDLINE; Health care; Medical education; Nursing; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.06888825,0.002439962,0.006972011,0.02895615,0.002547726,0.008271688,0.004472281,0.006374331,0.006975211],"category_scores_gemma":[0.2349432,0.00180594,0.005621702,0.02765159,0.003700586,0.009417197,0.005736583,0.003789866,0.001523893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008971487,"about_ca_system_score_gemma":0.02835418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009447349,"about_ca_topic_score_gemma":0.01435084,"domain_scores_codex":[0.9225085,0.04807114,0.0179935,0.002171559,0.008170095,0.001085158],"domain_scores_gemma":[0.6808983,0.2711164,0.02043481,0.004118474,0.02202462,0.001407405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001602029,0.00006594091,0.000466392,0.6729552,0.0008231809,0.0002012557,0.002546569,0.0003007372,0.0002183418,0.00196326,0.006934748,0.3133643],"study_design_scores_gemma":[0.00002782164,0.00006242615,0.0004593062,0.969543,0.0009065398,0.0001404266,0.001046829,0.00009751771,0.00008204456,0.000739639,0.0268726,0.00002185812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003914378,0.993332,0.001253388,0.00141192,0.0006322319,0.001494709,0.000162181,0.00001490199,0.001307264],"genre_scores_gemma":[0.005043068,0.987296,0.003286152,0.0007069437,0.0002615885,0.003048296,0.000193646,0.00001284972,0.0001513951],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06888825,"threshold_uncertainty_score":0.3643202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3699821786291652,"score_gpt":0.4841526388288761,"score_spread":0.1141704601997109,"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."}}