{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005204675,0.0004017789,0.0004898676,0.001000041,0.021034,0.00756109,0.001097326,0.004115517,0.00360461],"category_scores_gemma":[0.01004562,0.0004688462,0.0004267132,0.001034554,0.01878121,0.009121576,0.007318364,0.01123402,0.0002902688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008595191,"about_ca_system_score_gemma":0.004523516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03298011,"about_ca_topic_score_gemma":0.05193447,"domain_scores_codex":[0.995001,0.003793549,0.00009014081,0.000225059,0.000361892,0.0005283394],"domain_scores_gemma":[0.9916518,0.00535397,0.0005937516,0.0001756463,0.0004510184,0.001773732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002464577,0.00001740583,0.001606395,0.0001140513,0.000006230017,0.001470447,0.968234,0.00002649241,0.0001840721,0.009611219,0.01356296,0.00514206],"study_design_scores_gemma":[0.000005029475,0.00002238837,0.001579901,0.0004287116,0.00000700057,0.00127742,0.8440973,0.00004662672,0.00007758557,0.001668209,0.1507737,0.00001613882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4208354,0.02280519,0.001970496,0.4957698,0.002682061,0.0000907557,0.0001933058,0.00005744561,0.05559543],"genre_scores_gemma":[0.9402089,0.008489333,0.0006041206,0.04182709,0.0004881348,0.00006581484,0.00005546649,0.0000605119,0.008200529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03298011,"threshold_uncertainty_score":0.06557631,"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."}}