{"id":"W6902469195","doi":"10.6084/m9.figshare.c.4851054.v1","title":"From the sticky floor to the glass ceiling and everything in between: protocol for a systematic review of barriers and facilitators to clinical academic careers and interventions to address these, with a focus on gender inequality","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; MEDLINE; Academic medicine; Systematic review; Protocol (science); Citation; Grey literature; Randomized controlled trial; Clinical trial","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1364983,0.008405451,0.02722688,0.01590209,0.005537614,0.009632078,0.006538351,0.01110528,0.06575275],"category_scores_gemma":[0.1237578,0.00798849,0.02190386,0.01530116,0.007921441,0.01461604,0.007153808,0.0101583,0.01255061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02093742,"about_ca_system_score_gemma":0.07831598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007633258,"about_ca_topic_score_gemma":0.01528761,"domain_scores_codex":[0.9219351,0.0342146,0.02533351,0.006391698,0.008373732,0.003751433],"domain_scores_gemma":[0.929627,0.02622443,0.01718547,0.00694004,0.01667323,0.003349933],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.009765986,0.0004579671,0.0007580428,0.9295352,0.003215708,0.0006617861,0.002997484,0.001070279,0.001504914,0.004388891,0.01630907,0.02933463],"study_design_scores_gemma":[0.07252788,0.004771306,0.006691249,0.6903613,0.01472005,0.0008292136,0.005346823,0.001890419,0.003167194,0.01409806,0.1847584,0.0008381088],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002033436,0.00109642,0.0006345235,0.0001748224,0.0001470182,0.996605,0.0009282679,0.0000383592,0.0001722232],"genre_scores_gemma":[0.00021335,0.0005765749,0.001346965,0.00009509989,0.00001646133,0.9974923,0.0001346065,0.000004139923,0.0001204349],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8635017,"threshold_uncertainty_score":0.7218808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289299729650396,"score_gpt":0.4478835126230015,"score_spread":0.2189535396579619,"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."}}