{"id":"W6977383643","doi":"10.6084/m9.figshare.14889195","title":"Additional file 2 of Initiatives addressing precarious employment and its effects on workers’ health and well-being: a protocol for a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); MEDLINE; Systematic review; Health care","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007841003,0.002498434,0.007060074,0.01311652,0.001453386,0.002944169,0.00197513,0.002434944,0.6299033],"category_scores_gemma":[0.05016187,0.001600873,0.004603277,0.01633376,0.0008990232,0.004039946,0.002258289,0.001601952,0.02401563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005092121,"about_ca_system_score_gemma":0.01421985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256855,"about_ca_topic_score_gemma":0.02919146,"domain_scores_codex":[0.9966356,0.000803228,0.001515654,0.0003896965,0.0003908041,0.0002651469],"domain_scores_gemma":[0.963746,0.02679974,0.004046881,0.0008264935,0.003977169,0.0006036414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00148379,0.00006265395,0.0003968033,0.8276936,0.0005850971,0.000143517,0.0003401619,0.0003498218,0.0003918185,0.00193964,0.1523983,0.01421468],"study_design_scores_gemma":[0.03522877,0.001097215,0.01052851,0.4974718,0.007552763,0.0005002685,0.00132128,0.001249055,0.001075092,0.01124507,0.4322784,0.0004517821],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008458708,0.00401358,0.001208161,0.001180378,0.0002725794,0.07617229,0.9109464,0.0004564019,0.004904326],"genre_scores_gemma":[0.008502952,0.01003983,0.01505143,0.002689734,0.0003233882,0.7872767,0.1523907,0.0004385276,0.02328682],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6299033,"threshold_uncertainty_score":0.527898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984154933238345,"score_gpt":0.3378587203820305,"score_spread":0.2780171710496471,"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."}}