{"id":"W2583892443","doi":"10.3233/cbm-2007-3109","title":"Session V: Lung","year":2006,"lang":"de","type":"article","venue":"Cancer Biomarkers","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Session (web analytics); Medicine; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002251992,0.001637067,0.001532112,0.001251968,0.002526656,0.002948529,0.001521125,0.008633442,0.3262795],"category_scores_gemma":[0.002897988,0.0004311783,0.001844905,0.0005085359,0.0004830005,0.001485949,0.003690093,0.003974023,0.2261261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339943,"about_ca_system_score_gemma":0.00220793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007369814,"about_ca_topic_score_gemma":0.00242543,"domain_scores_codex":[0.9991997,0.0001407711,0.00004505532,0.0001992977,0.000179835,0.000235379],"domain_scores_gemma":[0.9975427,0.000197776,0.00007840837,0.0001653202,0.0004928372,0.001522983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003577887,0.0001310677,0.0004811274,0.0002617254,0.00002135361,0.0001632418,0.00003759202,0.00008691713,0.001340436,0.0007819898,0.9480966,0.04824001],"study_design_scores_gemma":[0.00008882324,0.0002292367,0.00206746,0.0001444766,0.00002561385,0.000500646,0.00005740068,0.0001367524,0.0008769085,0.001559642,0.9942991,0.00001392545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.009510978,0.03844474,0.007113659,0.1834375,0.4357044,0.002339274,0.005161638,0.002069989,0.3162178],"genre_scores_gemma":[0.01298125,0.005784693,0.0009516962,0.0187679,0.08401166,0.0005755788,0.00159055,0.0003515874,0.8749851],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6737205,"threshold_uncertainty_score":0.9609806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140548152716039,"score_gpt":0.292296712401096,"score_spread":0.2782418971294921,"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."}}