{"id":"W2339295545","doi":"","title":"Dr Gian Haggard MB ChB CCFP","year":2015,"lang":"en","type":"article","venue":"PubMed Central","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008677432,0.0008393987,0.0005844797,0.001471996,0.002034627,0.002920554,0.001365472,0.004265524,0.7162216],"category_scores_gemma":[0.008787681,0.0004506413,0.0004657602,0.0005567478,0.0009830948,0.002191683,0.002684595,0.004892839,0.4043147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505449,"about_ca_system_score_gemma":0.005675454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02147856,"about_ca_topic_score_gemma":0.02428263,"domain_scores_codex":[0.9990684,0.0001152854,0.00003330216,0.0002090257,0.0003394375,0.0002345381],"domain_scores_gemma":[0.9944816,0.0003589526,0.000147316,0.0001758998,0.001956704,0.002879561],"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":[0.00001075126,0.00000657549,0.0001999114,0.0000266445,0.000001211762,0.0002370036,0.00001862616,0.00001316974,0.00003580179,0.0004949706,0.9747728,0.0241826],"study_design_scores_gemma":[0.000009536011,0.00001170326,0.0004876234,0.0001746659,0.000002931496,0.001479684,0.0001474677,0.00004027081,0.00008005196,0.0006453718,0.9969093,0.00001133584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00185979,0.009951822,0.002540512,0.2751607,0.06428461,0.0002347754,0.002697433,0.002944868,0.6403255],"genre_scores_gemma":[0.01075073,0.004836428,0.001039117,0.03627072,0.007995468,0.0001455121,0.0008999659,0.000727432,0.9373345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2837784,"threshold_uncertainty_score":0.4047754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262816621675851,"score_gpt":0.4049699565711848,"score_spread":0.2786882944035997,"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."}}