{"id":"W3024949308","doi":"10.22374/cjgim.v15i1.429","title":"The Voice of Canadian General Internists","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005631026,0.001441296,0.001946203,0.001414955,0.006766306,0.006885027,0.003486589,0.03147278,0.01596936],"category_scores_gemma":[0.02516902,0.0008620626,0.001365254,0.001382884,0.004851941,0.003620433,0.002536366,0.02988962,0.007713208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01752271,"about_ca_system_score_gemma":0.04309837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3077632,"about_ca_topic_score_gemma":0.5054323,"domain_scores_codex":[0.9932461,0.000551909,0.0003161804,0.0007587842,0.003604132,0.001522903],"domain_scores_gemma":[0.9697466,0.003478714,0.001231201,0.0004582294,0.01378334,0.01130194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002167254,0.000003924385,0.0001666588,0.0000642682,0.000006436582,0.00007595529,0.00006672812,0.000005512293,0.00002879003,0.0001319108,0.9977398,0.001688403],"study_design_scores_gemma":[0.00007499757,0.00002760625,0.004056169,0.0004618882,0.00003774507,0.000489431,0.001132937,0.00004549175,0.00008117705,0.0003866825,0.9931369,0.00006899887],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000255704,0.006955753,0.00003166973,0.8526205,0.1376281,0.00001346522,0.0001215051,0.0000356268,0.002337624],"genre_scores_gemma":[0.004075496,0.005604242,0.0001409153,0.8801434,0.09703028,0.00003749741,0.0001228752,0.00004124983,0.01280412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6922368,"threshold_uncertainty_score":0.6119437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08752849789658407,"score_gpt":0.4006612582445541,"score_spread":0.3131327603479701,"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."}}