{"id":"W3162007655","doi":"10.5006/c2004-04556","title":"A Statistical Risk Model to Predict the Occurrence of SCC","year":2004,"lang":"en","type":"article","venue":"","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Risk model; Statistical model; Econometrics; Artificial intelligence; Mathematics","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":[0.005528617,0.001287946,0.001238383,0.00198324,0.0004936445,0.001702765,0.001845764,0.001707988,0.004488662],"category_scores_gemma":[0.0113697,0.0007779044,0.001233497,0.001225337,0.001048211,0.001528525,0.000888457,0.001812025,0.000931497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579332,"about_ca_system_score_gemma":0.001438124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0204823,"about_ca_topic_score_gemma":0.007774358,"domain_scores_codex":[0.9986008,0.0005690926,0.00008053504,0.0003389829,0.0001891878,0.0002213499],"domain_scores_gemma":[0.9896615,0.007877215,0.001078379,0.0002836164,0.0008899361,0.0002093531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007820883,0.00004319168,0.005354187,0.00001394379,0.00003992616,0.00007146303,0.00001881708,0.9865916,0.0001519444,0.003345686,0.0003860552,0.003905021],"study_design_scores_gemma":[0.000003820662,0.00001954501,0.0003222617,0.000001861543,0.000005931609,0.000008574684,0.000004127537,0.9984813,0.00003239817,0.001061912,0.00005453992,0.000003719319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4484091,0.0006633006,0.5418938,0.002094984,0.000145752,0.0001465177,0.001832747,0.0008410802,0.003972743],"genre_scores_gemma":[0.9792814,0.0002420873,0.01422298,0.0000772244,0.00005542292,0.0001472938,0.000846731,0.0000402708,0.005086577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0204823,"threshold_uncertainty_score":0.04072618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05346472562693441,"score_gpt":0.2643238915448899,"score_spread":0.2108591659179555,"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."}}