{"id":"W6902307091","doi":"10.6084/m9.figshare.26581061","title":"Additional file 1 of The Canadian Healthy Life Trajectories Initiative (HeLTI) Trial: a study protocol for monitoring fidelity of a preconception-lifestyle behaviour intervention","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); Intervention (counseling); Fidelity; Data collection; Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006168144,0.001508592,0.002118178,0.001274863,0.002427345,0.001598637,0.001629582,0.001483651,0.6552015],"category_scores_gemma":[0.03730042,0.0009501079,0.001403757,0.002588603,0.0006209748,0.001589085,0.0009100165,0.001817903,0.04385313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00303754,"about_ca_system_score_gemma":0.007588228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02407826,"about_ca_topic_score_gemma":0.04209829,"domain_scores_codex":[0.9974325,0.0009842718,0.000562628,0.0003844135,0.0003691026,0.0002671093],"domain_scores_gemma":[0.983101,0.008991301,0.002365076,0.001591885,0.003168355,0.0007823389],"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":[0.02343966,0.001171243,0.003300313,0.01142349,0.0003232534,0.00006852845,0.0004212387,0.0007300038,0.0001753722,0.003012668,0.9207944,0.03513983],"study_design_scores_gemma":[0.3780919,0.006905642,0.06192489,0.01584542,0.002106095,0.0003475386,0.0007462807,0.004139153,0.001453035,0.02101441,0.5069741,0.0004516387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.00244584,0.0002740687,0.002369499,0.0005877883,0.0001572843,0.05298519,0.9311968,0.0004090425,0.009574613],"genre_scores_gemma":[0.03624941,0.0004855699,0.01324247,0.001507646,0.0002388661,0.754271,0.1639574,0.0004730891,0.02957456],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9759218,"threshold_uncertainty_score":0.4918132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461277675488273,"score_gpt":0.4541462422530935,"score_spread":0.3080184747042662,"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."}}