{"id":"W3143622821","doi":"10.7759/cureus.14207","title":"Pneumothorax Following Acupuncture","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Dry needling; Pneumothorax; Emergency department; Acupuncture; Chest pain; Lung; Surgery; Intensive care medicine; Alternative medicine; Internal medicine; Pathology","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":[0.00002240044,0.00009532367,0.0001635884,0.000009753366,0.00004391398,0.00001130639,0.00003788571,0.00004535391,0.0007401233],"category_scores_gemma":[0.00009760613,0.00005911785,0.0001858336,0.0001027698,0.00000971579,0.00005551804,0.00003082381,0.00007772005,0.0001147811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002076815,"about_ca_system_score_gemma":0.0000833286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005420934,"about_ca_topic_score_gemma":0.000006180689,"domain_scores_codex":[0.9994889,0.00001495885,0.00007719936,0.0001500545,0.00013161,0.0001372098],"domain_scores_gemma":[0.999602,0.00002393802,0.00001212148,0.0001905801,0.00003350159,0.0001379031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000241612,0.001047046,0.4162845,0.0003230504,0.000653544,0.02782485,0.0004032245,0.000008869837,0.3498991,0.001407804,0.1625565,0.03934987],"study_design_scores_gemma":[0.0009342259,0.0001409582,0.3110049,0.0001849335,0.0005002539,0.0007881908,0.000270926,0.00007834964,0.01518507,0.001410675,0.6691968,0.0003047083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574665,0.00933554,0.0000177232,0.00444121,0.0004717373,0.0000791487,0.00001385017,0.00009176129,0.02808253],"genre_scores_gemma":[0.9851817,0.00008508132,0.0002760692,0.002577808,0.0002380344,0.000004377102,0.00009976485,0.00001100397,0.01152615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5066403,"threshold_uncertainty_score":0.8103831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137209008565303,"score_gpt":0.2890785175161845,"score_spread":0.2677064274305315,"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."}}