{"id":"W2158691927","doi":"10.3747/co.v0i0.341","title":"Panel Discussion 3","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; Computer science","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":[],"category_scores_codex":[0.02643021,0.001488926,0.002420156,0.001936223,0.009116302,0.01397335,0.006118224,0.07580391,0.1418093],"category_scores_gemma":[0.08597755,0.001382818,0.004140615,0.002626569,0.003263545,0.006782013,0.005483959,0.04618423,0.05082911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007341458,"about_ca_system_score_gemma":0.01448242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02813205,"about_ca_topic_score_gemma":0.0483996,"domain_scores_codex":[0.9864385,0.003272294,0.0006638756,0.002845583,0.003636071,0.003143584],"domain_scores_gemma":[0.9451863,0.03700655,0.001465235,0.002818723,0.01032934,0.003193837],"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":[0.00004643217,0.00001787113,0.0001763901,0.00005089641,0.00001215121,0.00006240622,0.00007247186,0.00005624797,0.00008302753,0.00630341,0.9910824,0.002036304],"study_design_scores_gemma":[0.000232207,0.00003142245,0.002469033,0.000559379,0.0001227593,0.0000812727,0.0008338328,0.0002516063,0.000497982,0.01888102,0.9759602,0.0000793845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000696446,0.0007456723,0.0005733023,0.9159603,0.03080929,0.0002916286,0.003090983,0.00008896521,0.04774337],"genre_scores_gemma":[0.00319654,0.0002978012,0.0003815695,0.94318,0.009111398,0.0005206513,0.0004304414,0.00004950742,0.04283214],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8581907,"threshold_uncertainty_score":0.4743994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6356910130670933,"score_gpt":0.5415724644534431,"score_spread":0.09411854861365021,"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."}}