{"id":"W6977801875","doi":"10.6084/m9.figshare.28689493.v1","title":"Additional file 1 of Implementing a new clinical service – what’s your elevator pitch?","year":2025,"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":"University of Guelph; Sunnybrook Health Science Centre; Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Service (business); Elevator; Key (lock); Component (thermodynamics); Field (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003323838,0.0001162336,0.0002717771,0.0000804763,0.0003541709,0.00001703839,0.000261049,0.0002007104,0.9978583],"category_scores_gemma":[0.00805892,0.0001175816,0.0001032444,0.0003664932,0.000003905463,0.000216198,0.0004574741,0.0004965988,0.01027968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007091728,"about_ca_system_score_gemma":0.001876788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173928,"about_ca_topic_score_gemma":0.001001625,"domain_scores_codex":[0.9976363,0.0004314136,0.0009518138,0.0002761587,0.000230667,0.0004737162],"domain_scores_gemma":[0.9931952,0.005459405,0.000394279,0.0003422082,0.0004357677,0.0001730795],"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":[0.00001112357,0.00003479993,0.00002211979,0.001527239,0.000034863,0.000001606167,0.000246719,1.380549e-7,1.828187e-7,0.0002273272,0.9769848,0.02090908],"study_design_scores_gemma":[0.0003379514,0.00002235913,0.006646692,0.0134131,0.000007573516,9.222804e-8,0.003436014,0.00003715888,0.000001022885,0.0003101731,0.9756986,0.00008924045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001509337,0.00005360186,0.000002465317,0.005644558,0.0002210374,0.0006288526,0.9757941,0.00008083044,0.01755946],"genre_scores_gemma":[0.000052164,0.000006847204,0.0006388623,0.02544866,0.0005287804,0.001367702,0.9392057,0.0000136755,0.03273759],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9875787,"threshold_uncertainty_score":0.9904909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3750094577591517,"score_gpt":0.5562037609655607,"score_spread":0.181194303206409,"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."}}