{"id":"W3116108103","doi":"10.2519/jospt.2021.0101","title":"Overcoming Overuse Part 4: Small Business Survival","year":2021,"lang":"en","type":"article","venue":"Journal of Orthopaedic and Sports Physical Therapy","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Health care; Quality (philosophy); Physical therapy; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.002737323,0.0002252637,0.0007600291,0.00008052326,0.0004239549,0.00002807969,0.0001385619,0.0001672753,0.0003676944],"category_scores_gemma":[0.0006796611,0.0001695472,0.0002206234,0.0003730476,0.0001035743,0.00043186,0.00007813799,0.001326409,0.00001048488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007167897,"about_ca_system_score_gemma":0.001255711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014885,"about_ca_topic_score_gemma":0.00004548504,"domain_scores_codex":[0.9963182,0.001162848,0.001045863,0.0002642434,0.0007338639,0.0004749401],"domain_scores_gemma":[0.9957852,0.001311365,0.001117987,0.0003051398,0.001055196,0.0004250806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001228952,0.001135604,0.8217827,0.0004317676,0.0002424805,0.001534449,0.006211808,0.000007042341,0.001499822,0.003932719,0.002311699,0.159681],"study_design_scores_gemma":[0.002981612,0.0001860796,0.6041555,0.0006812133,0.00006086147,0.00008268179,0.002779678,0.00002174983,0.00007810026,0.002706553,0.3859789,0.000287054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878895,0.002045884,0.0002086758,0.006082111,0.00211275,0.0001826432,0.000008107544,0.00002540643,0.001444871],"genre_scores_gemma":[0.9774655,0.01184487,0.0003140812,0.005566397,0.003882895,0.000006329093,0.000006098862,0.00004334982,0.0008705338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836672,"threshold_uncertainty_score":0.6913936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3967063722934089,"score_gpt":0.4725598327895558,"score_spread":0.07585346049614683,"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."}}