{"id":"W6920845528","doi":"10.6084/m9.figshare.26628166.v1","title":"Additional file 1 of Planning and implementing practice changes in Ontario maternal-newborn hospital units: a secondary qualitative analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Western University; Izaak Walton Killam Health Centre; Dalhousie University; University of Ottawa","funders":"","keywords":"Qualitative research; Qualitative analysis; Data collection; File management; Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004589419,0.0001125355,0.0002348504,0.0003296818,0.0001819262,0.00002435771,0.00008011173,0.00009158469,0.9827527],"category_scores_gemma":[0.003232922,0.0001117922,0.00003486984,0.0006277931,0.000007414544,0.0002734145,0.0002013543,0.0005833926,0.0003628155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868698,"about_ca_system_score_gemma":0.000735205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01918857,"about_ca_topic_score_gemma":0.2024005,"domain_scores_codex":[0.9981928,0.0005699585,0.0004250083,0.0002593399,0.0002104548,0.00034241],"domain_scores_gemma":[0.9917275,0.007641789,0.0002383807,0.0001162955,0.0002008383,0.0000751586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009387674,0.0000132883,0.0001015288,0.001397835,0.0002215124,0.00004288222,0.06606036,9.107624e-7,1.837546e-7,0.00008784635,0.9295932,0.002471044],"study_design_scores_gemma":[0.00009631243,0.00005502236,0.01981752,0.006607596,0.00003577505,5.286423e-7,0.07354508,0.00005565957,9.005989e-7,0.00005499286,0.8996326,0.00009796962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008632521,0.0001340149,0.000002110214,0.0009440097,0.00003787363,0.0003720567,0.9854276,0.00004419232,0.01217493],"genre_scores_gemma":[0.005526079,0.000001999231,0.00110957,0.0009866415,0.00008879988,0.001809464,0.9843865,0.00001578728,0.00607517],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9823899,"threshold_uncertainty_score":0.9873427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1679633845667767,"score_gpt":0.4861091096198661,"score_spread":0.3181457250530894,"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."}}