{"id":"W2972348860","doi":"10.1186/s12875-019-1017-5","title":"A global picture of family medicine: the view from a WONCA Storybooth","year":2019,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto; Health Sciences Centre; Memorial University of Newfoundland; University of British Columbia","funders":"College of Family Physicians of Canada","keywords":"Medicine; Family medicine; MEDLINE; Alternative medicine; Pathology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001981741,0.0002747252,0.000691576,0.00005443051,0.0004054974,0.000008493857,0.000637429,0.0003317822,0.0008406042],"category_scores_gemma":[0.002039138,0.000168463,0.0001178326,0.0004569052,0.0001242022,0.000428693,0.0002531867,0.0009863344,0.001351932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005521043,"about_ca_system_score_gemma":0.003202108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008512354,"about_ca_topic_score_gemma":0.0007685036,"domain_scores_codex":[0.9952884,0.002007867,0.0009248783,0.0004300872,0.0007576031,0.0005911972],"domain_scores_gemma":[0.9886065,0.008737876,0.0009183691,0.001131964,0.0004290619,0.000176194],"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":[0.001426038,0.0001643897,0.1814027,0.001274951,0.0002202366,0.00001663517,0.007672453,0.00001038136,0.0007386163,0.01190219,0.7890145,0.006156877],"study_design_scores_gemma":[0.001271655,0.0001266088,0.3092389,0.0001905789,0.000142285,0.000001919111,0.01634517,0.00001272136,4.822552e-7,0.0004561585,0.672088,0.0001255778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2591103,0.0286758,0.001155959,0.03197257,0.007419975,0.003220571,0.0002463609,0.0002277787,0.6679707],"genre_scores_gemma":[0.4028481,0.003509699,0.006093971,0.5772514,0.00226711,0.0002471209,0.00009987901,0.00009497117,0.007587671],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.660383,"threshold_uncertainty_score":0.9994256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154598643778995,"score_gpt":0.4632141168194625,"score_spread":0.347754252441563,"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."}}