{"id":"W6958410370","doi":"10.6084/m9.figshare.28689493","title":"Additional file 1 of Implementing a new clinical service – what’s your elevator pitch?","year":2025,"lang":"en","type":"article","venue":"Open MIND","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":[0.001643692,0.0001010311,0.0003110536,0.0000640778,0.0003917513,0.00004267511,0.0004556276,0.0001517239,0.9496194],"category_scores_gemma":[0.001329421,0.00009922881,0.00006439282,0.0003131976,0.00001886704,0.0003328903,0.0008735525,0.0003941865,0.003536003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006370183,"about_ca_system_score_gemma":0.002396403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112367,"about_ca_topic_score_gemma":0.005039731,"domain_scores_codex":[0.9973689,0.0006083117,0.001095501,0.0003148794,0.0001916903,0.0004206955],"domain_scores_gemma":[0.995479,0.003373872,0.0003828925,0.0003588395,0.0002437612,0.0001615662],"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":[0.0000286592,0.00005484231,0.0001230315,0.000120274,0.00003915294,0.000001227577,0.0006321219,9.352037e-8,0.000001086595,0.0003612183,0.7987631,0.1998752],"study_design_scores_gemma":[0.0005938878,0.00003342266,0.004247257,0.001529284,0.00001802114,9.915297e-8,0.01578287,0.00002599683,0.000003868233,0.0004638026,0.9772201,0.00008138376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01016325,0.0001099908,0.0002923954,0.0892088,0.002598472,0.006250327,0.4485291,0.00002307786,0.4428246],"genre_scores_gemma":[0.001408633,0.000109347,0.07550307,0.06390791,0.001669553,0.001866258,0.1071554,0.00005393856,0.7483259],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9460834,"threshold_uncertainty_score":0.9972399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3900764452221139,"score_gpt":0.5948674430067213,"score_spread":0.2047909977846074,"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."}}