{"id":"W2570279568","doi":"10.1177/2380084416685083","title":"Are There Barriers for Professional Development of Women Dentists? A Qualitative Study in Saudi Arabia","year":2017,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Qualitative research; Incentive; Medicine; Content analysis; Work (physics); Medical education; Career development; Family medicine; Nursing; Psychology; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03644286,0.00007042976,0.0002817066,0.0001089441,0.001430817,0.00006807194,0.0008457874,0.000133178,0.0004690168],"category_scores_gemma":[0.009441972,0.0000624645,0.00008011633,0.000163047,0.001222976,0.0001880844,0.00008776379,0.0004375784,0.0000154744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715021,"about_ca_system_score_gemma":0.00176184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002786355,"about_ca_topic_score_gemma":0.009061623,"domain_scores_codex":[0.9948663,0.001532017,0.0005295275,0.000292569,0.0023232,0.0004564621],"domain_scores_gemma":[0.9947422,0.00391457,0.0002031864,0.0001857035,0.0006642402,0.00029013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007079298,0.0007376708,0.5910094,0.00005137205,0.00008313834,0.00001087355,0.3899696,0.000001366329,0.000003719574,0.005184992,0.0008769364,0.01136297],"study_design_scores_gemma":[0.001513325,0.0001197298,0.6199967,0.00008357563,0.000003819185,1.684319e-8,0.360977,0.000006878636,0.000001717832,0.008285175,0.008954579,0.00005743651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918897,0.00003631563,0.00007613291,0.004356916,0.0003248978,0.0009635968,0.00003166103,0.000005991745,0.002314829],"genre_scores_gemma":[0.9964296,0.00001107704,0.0005549478,0.00005451503,0.0001361085,0.0001356149,0.000006467817,0.000005317505,0.002666365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0289926,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4817760422348203,"score_gpt":0.6291990856162893,"score_spread":0.1474230433814691,"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."}}