{"id":"W4406561484","doi":"10.1016/j.ccol.2014.09.025","title":"10.1016/j.ccol.2014.09.025","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pulmonary disease; Asthma; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000658032,0.001036673,0.0005010749,0.001934711,0.001219156,0.003070799,0.0009520067,0.003561316,0.9160621],"category_scores_gemma":[0.001788359,0.0004259601,0.0005755934,0.0008108295,0.0009794071,0.002387678,0.001394483,0.001709227,0.8758137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009704387,"about_ca_system_score_gemma":0.001502045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577788,"about_ca_topic_score_gemma":0.003176751,"domain_scores_codex":[0.9997007,0.00002686857,0.00002129015,0.00007902567,0.00008935272,0.00008269854],"domain_scores_gemma":[0.9987748,0.0001885064,0.0001434999,0.00007048251,0.0002502199,0.0005724019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002491457,0.0002713328,0.005277894,0.0004525559,0.00002794487,0.0004049287,0.0001572675,0.0001599992,0.000633932,0.006865987,0.3897923,0.5957067],"study_design_scores_gemma":[0.00005015612,0.00009068918,0.004331823,0.0008988089,0.00002777226,0.00232997,0.0003202025,0.0001294036,0.0002979474,0.004237344,0.9872622,0.00002354991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004281915,0.01213455,0.001807431,0.01067569,0.002767349,0.00009544318,0.002879779,0.001472279,0.9638856],"genre_scores_gemma":[0.01279412,0.004706755,0.001465498,0.002529048,0.0008800527,0.00006897992,0.001647011,0.0002926711,0.9756159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08393788,"threshold_uncertainty_score":0.1197271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008838750824122632,"score_gpt":0.236527464547281,"score_spread":0.2276887137231583,"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."}}