{"id":"W313469735","doi":"","title":"Increasing medical student interest in general practice in New Zealand: where to from here?","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; General practice; Flexibility (engineering); General interest; Quarter (Canadian coin); Special Interest Group; Medical education; Family medicine; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.001219929,0.0001316666,0.0002061532,0.0004404427,0.0006609729,0.001078427,0.000483593,0.0006546333,0.008841002],"category_scores_gemma":[0.005742126,0.000141214,0.0001651454,0.0008457099,0.0008172585,0.001083941,0.00125904,0.0008187189,0.0006655682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614661,"about_ca_system_score_gemma":0.004116535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04500877,"about_ca_topic_score_gemma":0.08706169,"domain_scores_codex":[0.9993405,0.0001582081,0.00005172429,0.00006313516,0.0001791335,0.0002072621],"domain_scores_gemma":[0.9952286,0.0004254252,0.001325606,0.00004732795,0.0003697881,0.002603266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487811,0.0001002516,0.88378,0.0008230655,0.00002149519,0.000443729,0.008359033,0.00003500125,0.001024085,0.0001703368,0.009375245,0.09571899],"study_design_scores_gemma":[0.00001295643,0.0001495291,0.9849755,0.0004254913,0.000009252011,0.0002709443,0.007919195,0.00003866031,0.00007588621,0.00006411698,0.006049977,0.0000085629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513434,0.004435477,0.0001381487,0.03660214,0.0002156492,0.00004540966,0.0002986982,0.00001611092,0.006904901],"genre_scores_gemma":[0.9911683,0.003909224,0.0003055783,0.002380623,0.0001612896,0.0000338049,0.0001387413,0.000005102229,0.001897457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04500877,"threshold_uncertainty_score":0.08949357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05598659252825668,"score_gpt":0.438878927056953,"score_spread":0.3828923345286963,"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."}}