{"id":"W2418947870","doi":"10.1071/hc11082","title":"Training for family medicine in Canada and general practice in New Zealand: how do we compare?","year":2011,"lang":"en","type":"article","venue":"Journal of Primary Health Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Otago","keywords":"Training (meteorology); Family medicine; MEDLINE; General practice; Medicine; Medical education; Psychology; Geography; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002072398,0.000219772,0.001171708,0.0003760369,0.0002200653,0.000005620524,0.0002357967,0.0001184892,0.00004663962],"category_scores_gemma":[0.0005124998,0.0001778744,0.00005378597,0.0002527717,0.00003185844,0.0003720752,0.00006098771,0.001270336,7.017015e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00651029,"about_ca_system_score_gemma":0.06864965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8449559,"about_ca_topic_score_gemma":0.9316827,"domain_scores_codex":[0.9961872,0.0006956627,0.001564636,0.0002336541,0.0004625251,0.0008562946],"domain_scores_gemma":[0.9958386,0.001594782,0.001306213,0.0001963402,0.000370685,0.000693342],"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":[0.001312177,0.00003312012,0.1678674,0.001900677,0.00003031534,0.0001802249,0.1235633,0.000003338346,0.00001370745,0.0002151356,0.575213,0.1296676],"study_design_scores_gemma":[0.005523638,0.0005502437,0.390187,0.0008731259,0.00002469149,0.00005365387,0.0661666,0.000003562054,5.552253e-7,0.0003498256,0.5361021,0.0001650528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.307824,0.1559428,0.0002357132,0.5132774,0.006381656,0.003228725,0.0001287522,0.00003306876,0.01294788],"genre_scores_gemma":[0.4390435,0.04692986,0.04114263,0.4666272,0.004369918,0.00008461882,0.00007318483,0.0001515169,0.001577607],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2223196,"threshold_uncertainty_score":0.9973035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364730481044864,"score_gpt":0.4266775769389819,"score_spread":0.2902045288344955,"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."}}