{"id":"W6958549808","doi":"10.6084/m9.figshare.c.5306059","title":"How supervision and educational supports impact medical students’ preparation for future learning of endotracheal intubation skills: a non-inferiority experimental trial","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endotracheal intubation; Test (biology); Intubation; Pace; Confidence interval; Randomized controlled trial; Transfer of training; Margin (machine learning); Scale (ratio)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009736462,0.001754142,0.002704107,0.0005728765,0.001086292,0.001491824,0.001585151,0.003493342,0.008457167],"category_scores_gemma":[0.01761259,0.0008973176,0.002858307,0.0005175716,0.002634869,0.001823785,0.001078313,0.003748806,0.0008322776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590483,"about_ca_system_score_gemma":0.002628526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008785132,"about_ca_topic_score_gemma":0.001285507,"domain_scores_codex":[0.9902425,0.006262268,0.0009390365,0.0009967035,0.0009273461,0.0006320388],"domain_scores_gemma":[0.9822263,0.01024488,0.003458547,0.001621877,0.0009536358,0.001494963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9256452,0.05249472,0.002077904,0.001218586,0.001879359,0.00005694104,0.0003223053,0.0003520827,0.001410822,0.0004337404,0.0005007575,0.01360753],"study_design_scores_gemma":[0.5337316,0.4526407,0.006036143,0.0002790274,0.002269507,0.00003226623,0.0001691957,0.00145699,0.001210227,0.0009757224,0.001146909,0.00005162511],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979289,0.001497384,0.001147052,0.0003822107,0.0007164435,0.01485604,0.0003277954,0.00004939082,0.001734612],"genre_scores_gemma":[0.9617218,0.0006133996,0.003683481,0.0005160272,0.0005999035,0.03041351,0.0001698386,0.00001171643,0.002270244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009736462,"threshold_uncertainty_score":0.05149198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362598022915366,"score_gpt":0.4207177295236779,"score_spread":0.3970917492945243,"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."}}