{"id":"W2278353876","doi":"","title":"Needs assessment for development of 6for6: Longitudinal research skills program tailored to rural and remote family physicians.","year":2016,"lang":"en","type":"review","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medical education; Needs assessment; Curriculum; Focus group; Medicine; Program evaluation; Psychology; Pedagogy; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.06668063,0.000879913,0.001753292,0.005125361,0.001637221,0.001557986,0.002977905,0.001563412,0.01493683],"category_scores_gemma":[0.05942953,0.0008241389,0.003560817,0.003189177,0.0004490818,0.003281306,0.006705715,0.002516408,0.003994135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005547849,"about_ca_system_score_gemma":0.05797019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008268638,"about_ca_topic_score_gemma":0.01867029,"domain_scores_codex":[0.9871497,0.007185193,0.001883688,0.0004229334,0.002526836,0.0008317116],"domain_scores_gemma":[0.961651,0.01231306,0.005133267,0.001602831,0.01267678,0.00662311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004255776,0.001547317,0.00526677,0.04121266,0.0002743653,0.000182743,0.002907307,0.0004254441,0.0008032025,0.001737495,0.05579022,0.8894268],"study_design_scores_gemma":[0.005001472,0.004289692,0.1209191,0.1526737,0.00146985,0.001045992,0.009362605,0.001686039,0.003091008,0.006542987,0.693663,0.0002545615],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.06666323,0.1217097,0.07969063,0.1129424,0.005607674,0.4987326,0.02463544,0.004420418,0.085598],"genre_scores_gemma":[0.06563932,0.05441985,0.465252,0.0107819,0.0004741647,0.3776248,0.01269773,0.0001702772,0.01294004],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06668063,"threshold_uncertainty_score":0.352645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2233404870575561,"score_gpt":0.5467805480993833,"score_spread":0.3234400610418272,"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."}}