{"id":"W7073755346","doi":"","title":"What Do You Do With a Doctor that Does Not Make It into Specialist Training?","year":2018,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; St. Michael's Hospital","funders":"","keywords":"MEDLINE; Government (linguistics); Work (physics); Public health","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":[0.006179173,0.0001846667,0.0006708123,0.0009212216,0.005644782,0.003601378,0.001174001,0.005250673,0.02266619],"category_scores_gemma":[0.06622025,0.0003421613,0.000681237,0.0007908906,0.002671683,0.004763625,0.002015843,0.005942725,0.005561638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084479,"about_ca_system_score_gemma":0.01111273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171644,"about_ca_topic_score_gemma":0.02058292,"domain_scores_codex":[0.9935645,0.002457028,0.0004239511,0.0005021585,0.001432824,0.001619533],"domain_scores_gemma":[0.9480655,0.008491918,0.004947053,0.0008562859,0.006075939,0.03156326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005521108,0.001555814,0.2791479,0.002934029,0.0002572143,0.004563138,0.08523192,0.0001087506,0.001276606,0.008175547,0.4067211,0.2094758],"study_design_scores_gemma":[0.0002728779,0.001069195,0.2284252,0.008717829,0.0001896676,0.01245957,0.3490415,0.0001569731,0.0005651675,0.005337187,0.3934757,0.0002891103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.148488,0.01164626,0.0007308329,0.7873713,0.01161088,0.0001205952,0.0004043065,0.00005867075,0.03956925],"genre_scores_gemma":[0.6653835,0.01758426,0.002901841,0.2616031,0.005392045,0.0003050869,0.0005077986,0.0001708157,0.0461517],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02266619,"threshold_uncertainty_score":0.07582593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09941559455081306,"score_gpt":0.3968883462112922,"score_spread":0.2974727516604791,"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."}}