{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004904509,0.0005802566,0.002397774,0.0007332546,0.0009378137,0.00003341969,0.0006735127,0.000643875,0.00001991503],"category_scores_gemma":[0.0005031989,0.0004163479,0.0002559182,0.001253295,0.0001763943,0.0001111019,0.0006726951,0.001006869,0.00007964688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848577,"about_ca_system_score_gemma":0.00169297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009909736,"about_ca_topic_score_gemma":0.00007508797,"domain_scores_codex":[0.9925011,0.001015128,0.002088585,0.0006761652,0.0009977669,0.002721258],"domain_scores_gemma":[0.994951,0.0018768,0.0008526613,0.0007246114,0.000914614,0.0006803906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004268807,0.0001197166,0.00008842574,0.02991329,0.0001295871,0.000001283963,0.0004851597,2.640719e-8,1.175864e-7,0.0003679414,0.006469211,0.9623826],"study_design_scores_gemma":[0.000547577,0.0001433091,0.007096931,0.04352104,0.0001095336,9.88769e-7,0.0007152773,0.000001211403,5.825349e-7,0.0001758836,0.9473086,0.0003790419],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009079103,0.9403687,0.0004776295,0.0005100108,0.001325221,0.05041434,0.0001982498,0.0001906455,0.005607331],"genre_scores_gemma":[0.0001890091,0.9145237,0.02735243,0.0001384896,0.000780528,0.05040305,0.0001717762,0.0001446125,0.006296418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9620035,"threshold_uncertainty_score":0.9998288,"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."}}