{"id":"W7094679816","doi":"","title":"Building on the VU Block foundations: Results from theinaugural first year cohort","year":2020,"lang":"en","type":"article","venue":"Victoria University Research Repository (Victoria University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Curriculum; Higher education; Block (permutation group theory); Cohort study; Quarter (Canadian coin)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005066263,0.0002872113,0.0003637683,0.0003855746,0.001687203,0.0001377828,0.0009699595,0.0002798024,0.00007019671],"category_scores_gemma":[0.00196124,0.0002642828,0.0002221851,0.001728561,0.0004035552,0.0003358951,0.0005924242,0.001209259,0.0002108775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009863656,"about_ca_system_score_gemma":0.0004909182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301071,"about_ca_topic_score_gemma":0.00009200045,"domain_scores_codex":[0.9964569,0.0005929615,0.0002411696,0.0008652934,0.001229085,0.0006145936],"domain_scores_gemma":[0.9945729,0.003010315,0.0001468744,0.0008957044,0.0006571705,0.0007170847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04296229,0.001511395,0.2702929,0.0002203906,0.003634408,0.01353643,0.009702621,0.0008199607,0.03064975,0.4264816,0.1999021,0.0002861468],"study_design_scores_gemma":[0.004953096,0.001000767,0.01859123,0.0003974806,0.0003254668,0.00001670833,0.003090349,0.0007295038,0.003252477,0.0001501304,0.9670483,0.0004444135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8468559,0.0000471071,0.0002888598,0.009226386,0.001473173,0.001155084,0.0002906577,0.0004572216,0.1402055],"genre_scores_gemma":[0.9916063,0.0001438731,0.000641216,0.0000850845,0.001786361,5.799348e-7,0.00008908757,0.00003268408,0.005614812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7671463,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474399332811588,"score_gpt":0.270747270079676,"score_spread":0.2260032767515602,"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."}}