{"id":"W2748438046","doi":"10.1378/chest.123.1.308-a","title":"Dry Talc Pleurodesis Via Chest Tube","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Talc; Insufflation; Surgery; Chest tube; Pneumothorax","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002779607,0.0005924877,0.001159969,0.001295798,0.0008563771,0.0005988312,0.0006600079,0.000821245,0.004530717],"category_scores_gemma":[0.0008112801,0.000250967,0.001052502,0.0005327457,0.000764548,0.0007816118,0.0008828865,0.001796371,0.001055733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704511,"about_ca_system_score_gemma":0.0004097657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006066016,"about_ca_topic_score_gemma":0.001475628,"domain_scores_codex":[0.9997354,0.00002677399,0.00002237266,0.0000620174,0.00006790556,0.00008546607],"domain_scores_gemma":[0.999645,0.00006895573,0.00005362943,0.00006854757,0.000008998896,0.0001548307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.01913441,0.004765659,0.04733548,0.002387351,0.001658098,0.1451525,0.00109102,0.002902693,0.2344739,0.004170308,0.01887125,0.5180573],"study_design_scores_gemma":[0.006009238,0.04254389,0.2259596,0.0006280659,0.001358165,0.5553253,0.0004921808,0.006756297,0.06549655,0.004666544,0.09042753,0.0003366344],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253131,0.0197634,0.02248161,0.002844245,0.00268239,0.0004834803,0.001133933,0.001286803,0.02401102],"genre_scores_gemma":[0.9744577,0.003523452,0.005666763,0.00157552,0.002213574,0.00008341132,0.0004270376,0.0001107767,0.01194167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004530717,"threshold_uncertainty_score":0.01515681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547976473134525,"score_gpt":0.2574060193894598,"score_spread":0.2319262546581146,"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."}}