{"id":"W6902484691","doi":"10.6084/m9.figshare.c.7407555.v1","title":"ENhancinG vAGinal dElivery in Greece through educational and behavioral interventions among maternity care providers regarding labor management: the ENGAGE stepped-wedge randomized prospective trial protocol","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Intervention (counseling); Maternity care; Randomized controlled trial; Protocol (science); Vaginal delivery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01847156,0.003959345,0.006764806,0.00149889,0.001531435,0.002168924,0.002230252,0.004574338,0.0216382],"category_scores_gemma":[0.01290555,0.001638167,0.003613651,0.001386447,0.002360287,0.001506141,0.001666994,0.003377742,0.003262611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967364,"about_ca_system_score_gemma":0.009902368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009166228,"about_ca_topic_score_gemma":0.001280611,"domain_scores_codex":[0.9895335,0.006946512,0.0009531612,0.0009111297,0.0007362198,0.0009195745],"domain_scores_gemma":[0.9942653,0.001604512,0.001225799,0.0008109111,0.001079248,0.001014241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8691496,0.05656281,0.002744726,0.01738779,0.003235082,0.0003421693,0.000753541,0.002991351,0.002854081,0.003850899,0.008164561,0.03196348],"study_design_scores_gemma":[0.8995882,0.07836279,0.003501269,0.001597126,0.001453241,0.00006314367,0.0002229859,0.002204483,0.000968956,0.00223841,0.009704378,0.00009510482],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0201239,0.0003779985,0.002457786,0.0003089674,0.0003518068,0.9744499,0.001095078,0.00007902963,0.000755528],"genre_scores_gemma":[0.01620792,0.0001571978,0.004382245,0.0002867425,0.00005121407,0.9783392,0.0001617596,0.000004557383,0.0004091263],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0216382,"threshold_uncertainty_score":0.09768808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945157529360659,"score_gpt":0.364293639004659,"score_spread":0.3148420637110524,"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."}}