{"id":"W7160583298","doi":"","title":"Практична підготовка студентів 5-го курсу на клінічних базах","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Process (computing); Work (physics); Field (mathematics); Professional development; Component (thermodynamics); Vocational education","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":[0.0009124433,0.000384827,0.0004271983,0.001389027,0.001045796,0.002881137,0.0004285502,0.000994692,0.05867439],"category_scores_gemma":[0.001672863,0.000605211,0.0006207976,0.001412787,0.001282303,0.001197621,0.0009894633,0.001887019,0.02325273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008420532,"about_ca_system_score_gemma":0.001965757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002544662,"about_ca_topic_score_gemma":0.003393678,"domain_scores_codex":[0.9991411,0.000117665,0.00008251041,0.00009988798,0.0004623454,0.00009638049],"domain_scores_gemma":[0.9993969,0.0001223856,0.00009871752,0.00007511136,0.0002408033,0.00006607032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005785678,0.0002120406,0.001988688,0.003012249,0.00009306263,0.003202009,0.00202992,0.001937186,0.1201727,0.3108671,0.04933006,0.5065764],"study_design_scores_gemma":[0.0000478409,0.0001524876,0.001778936,0.000337867,0.00005141937,0.001772963,0.0006769653,0.0005752546,0.02663509,0.02173205,0.9461621,0.00007693922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05989619,0.08099145,0.1002596,0.01190505,0.01143416,0.0008069422,0.003393245,0.001049506,0.7302639],"genre_scores_gemma":[0.5640675,0.08573058,0.1123334,0.002296895,0.001710634,0.001345577,0.001370299,0.0007132273,0.2304319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05867439,"threshold_uncertainty_score":0.1962854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07652846245470304,"score_gpt":0.3648319539562768,"score_spread":0.2883034915015737,"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."}}