{"id":"W2594222290","doi":"10.12927/hcpol.2017.25029","title":"Facilitative Components of Collaborative Learning: A Review of Nine Health Research Networks","year":2017,"lang":"en","type":"review","venue":"Healthcare policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collaborative learning; Psychology; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03100226,0.0007059814,0.006816493,0.001859481,0.002882857,0.00001507734,0.001677188,0.0007423343,0.0003389284],"category_scores_gemma":[0.03319734,0.0006020377,0.0004671881,0.004585628,0.001136184,0.0002102056,0.0008424324,0.005184507,0.0002796789],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002913453,"about_ca_system_score_gemma":0.05566719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03384336,"about_ca_topic_score_gemma":0.00123293,"domain_scores_codex":[0.9414247,0.04540233,0.007101434,0.001051076,0.002180331,0.002840172],"domain_scores_gemma":[0.9659491,0.01353432,0.01118183,0.001963384,0.005923366,0.001447958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000148642,0.00003423757,0.00006295691,0.516063,0.00005775864,0.000001663652,0.007680403,3.790737e-7,3.422262e-8,0.00247926,0.0285109,0.4450946],"study_design_scores_gemma":[0.0003043928,0.0004778606,0.0001016254,0.3075577,0.00002799103,0.000002807867,0.001022314,0.000003902408,3.203552e-8,0.00005495037,0.6902503,0.0001961225],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001851237,0.9455824,0.00004054418,0.03710598,0.0004272315,0.01142841,0.002384498,0.0000577694,0.002971327],"genre_scores_gemma":[0.00004536658,0.9865368,0.0003579695,0.007489566,0.0007205823,0.001858905,0.0004674004,0.0001085032,0.002414882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6617394,"threshold_uncertainty_score":0.9996431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9529043953406254,"score_gpt":0.8250673212869941,"score_spread":0.1278370740536313,"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."}}