{"id":"W3201226429","doi":"10.33137/cpoj.v4i2.35876","title":"EVOLVING BUSINESS MODELS IN ORTHOTICS","year":2021,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthotics; Business model; Physical medicine and rehabilitation; Business; Computer science; Medicine; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002913272,0.0002453012,0.0004609445,0.0004556385,0.0001950477,0.0001906059,0.0001206598,0.0001839412,0.0002171688],"category_scores_gemma":[0.0002585244,0.0002389882,0.0001596941,0.0007394326,0.00007082595,0.0001800059,0.00003776754,0.0006604179,0.00002800839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074644,"about_ca_system_score_gemma":0.004577328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791189,"about_ca_topic_score_gemma":0.07743538,"domain_scores_codex":[0.9979127,0.00005337837,0.0005543157,0.000294192,0.0004055561,0.0007798704],"domain_scores_gemma":[0.9973803,0.00003881086,0.0001204962,0.0004011255,0.0008830166,0.001176284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006463158,0.001347421,0.8718545,0.0001805736,0.0003114825,0.07672565,0.001858145,0.007785259,0.000158478,0.006981672,0.002296877,0.03043531],"study_design_scores_gemma":[0.007239381,0.0004335229,0.8865336,0.001639458,0.0006466064,0.04558048,0.0008175974,0.0142378,0.0007084023,0.01373069,0.02734604,0.00108638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838119,0.003876416,0.00032433,0.005246256,0.0005990192,0.0003572632,0.00004655441,0.00002565022,0.005712602],"genre_scores_gemma":[0.9916957,0.001381566,0.004698378,0.001407173,0.0001574995,0.000007477106,0.00005173584,0.0000561955,0.0005442642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07564419,"threshold_uncertainty_score":0.9745654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130517343951518,"score_gpt":0.2479292022763319,"score_spread":0.2266240288368168,"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."}}