{"id":"W7135555332","doi":"","title":"Choosing General Practice: Your Career Guide","year":2008,"lang":"en","type":"book","venue":"Research Portal (King's College London)","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"","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":[0.002307026,0.001231311,0.001424786,0.001898027,0.001671703,0.003962871,0.001156969,0.003386925,0.2958211],"category_scores_gemma":[0.008066637,0.0007137036,0.0007075146,0.002673122,0.0007273849,0.003407893,0.003142988,0.00367737,0.2412393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503505,"about_ca_system_score_gemma":0.005490175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004855426,"about_ca_topic_score_gemma":0.02868549,"domain_scores_codex":[0.9989786,0.0002749011,0.00005060693,0.00005885441,0.0005139562,0.0001230947],"domain_scores_gemma":[0.9954407,0.001046219,0.0001369692,0.0001718067,0.0008875802,0.002316681],"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":[0.000009572022,0.00002508017,0.0000961466,0.00007918992,0.000001023865,0.00004888782,0.00007822971,0.00002461452,0.00005278649,0.0007363341,0.9350007,0.06384738],"study_design_scores_gemma":[0.00001265771,0.00003058797,0.0006372909,0.0002227365,0.000002063817,0.0002393412,0.0002337988,0.00002330452,0.00001957488,0.001611291,0.9969589,0.000008550489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001675666,0.02557461,0.004069636,0.07165654,0.0134197,0.0004412289,0.002602058,0.002040732,0.8785199],"genre_scores_gemma":[0.001749313,0.00890482,0.003613708,0.01251188,0.001431973,0.0002167644,0.0007782363,0.0003453268,0.970448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2958211,"threshold_uncertainty_score":0.9896201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703142084261565,"score_gpt":0.5069600497413553,"score_spread":0.3366458413151988,"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."}}