{"id":"W1486734343","doi":"10.3747/co.v0i0.339","title":"Panel Discussion 1","year":2008,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Data science; Bioinformatics; Computer science; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.02813635,0.001559529,0.002621716,0.002239152,0.009645497,0.01369636,0.006460122,0.07855267,0.1632899],"category_scores_gemma":[0.08923358,0.001533373,0.004122639,0.003050232,0.002984472,0.007160914,0.005927267,0.04360753,0.05500597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007378967,"about_ca_system_score_gemma":0.01559071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0268633,"about_ca_topic_score_gemma":0.04962309,"domain_scores_codex":[0.9857329,0.003480127,0.0007336379,0.002928457,0.003876421,0.003248525],"domain_scores_gemma":[0.9396166,0.04106632,0.001742019,0.0029159,0.01126309,0.003396237],"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":[0.00004203141,0.00001659885,0.0001532534,0.00006340389,0.00001086335,0.00005593432,0.00007351453,0.00004923614,0.00008101542,0.004977037,0.9925405,0.001936588],"study_design_scores_gemma":[0.0002165202,0.00002886708,0.002448283,0.0006418232,0.0001042223,0.00007124415,0.0008468646,0.0001872429,0.000439341,0.0145421,0.9803961,0.00007747113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007471966,0.000926916,0.0005979822,0.9047878,0.03428836,0.0004238461,0.004531482,0.0001026005,0.05359394],"genre_scores_gemma":[0.003025673,0.0003714849,0.0004481917,0.934622,0.009681859,0.000727147,0.0006140835,0.00005899501,0.05045052],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1632899,"threshold_uncertainty_score":0.546259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6416160428976948,"score_gpt":0.542421122104341,"score_spread":0.09919492079335379,"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."}}