{"id":"W4387585602","doi":"10.23977/aetp.2023.071218","title":"Exploration and Implementation of Problem Driven Learning Model in Obstetrics and Gynecology Education","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstetrics and gynaecology; Problem-based learning; Medical education; Quality (philosophy); Computer science; Medicine; Psychology; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004056129,0.0004706212,0.0002750763,0.0009285976,0.0008859345,0.003273091,0.001451494,0.0009920043,0.002945598],"category_scores_gemma":[0.006762593,0.0002397566,0.000648757,0.0006417533,0.001276149,0.002510169,0.002294064,0.001281374,0.0005664037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393386,"about_ca_system_score_gemma":0.004584543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005371939,"about_ca_topic_score_gemma":0.000681538,"domain_scores_codex":[0.9957332,0.002621438,0.000123691,0.000340297,0.0009263253,0.0002550918],"domain_scores_gemma":[0.9966391,0.001981178,0.0002795511,0.0003204164,0.0004544799,0.0003252671],"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":[0.0001310996,0.002246414,0.01346549,0.001468024,0.0000633553,0.0005166194,0.02252626,0.01769363,0.007694854,0.2358683,0.004984797,0.6933413],"study_design_scores_gemma":[0.0003476185,0.002864261,0.01569593,0.002590141,0.0001516659,0.002219475,0.02861184,0.1952746,0.01667988,0.4526217,0.28273,0.0002130119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2241066,0.001962983,0.6424881,0.01031952,0.0003082726,0.001502077,0.00008132892,0.0005740162,0.1186572],"genre_scores_gemma":[0.586307,0.00142038,0.4011238,0.0005987649,0.00006322926,0.0007421321,0.00008603535,0.00005280872,0.009605749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004056129,"threshold_uncertainty_score":0.02145112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242137470853193,"score_gpt":0.4384657240341964,"score_spread":0.4060443493256645,"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."}}