{"id":"W6902015099","doi":"10.6084/m9.figshare.20430584.v1","title":"Additional file 1 of Development and validation of prognostic models for anal cancer outcomes using distributed learning: protocol for the international multi-centre atomCAT2 study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Protocol (science); Anal cancer; Data collection; Data file; Patient data; File format","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":[],"category_scores_codex":[0.007532069,0.00103643,0.001381866,0.001730839,0.0009452042,0.001582756,0.002205766,0.001198003,0.6985555],"category_scores_gemma":[0.08476255,0.0007756548,0.001437939,0.003016082,0.0005447735,0.001263426,0.001233656,0.001559077,0.0958197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429779,"about_ca_system_score_gemma":0.003321113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005388144,"about_ca_topic_score_gemma":0.007212007,"domain_scores_codex":[0.9967855,0.001380636,0.0006985472,0.0005205184,0.0004198739,0.0001948089],"domain_scores_gemma":[0.9387926,0.04672908,0.002779406,0.004929626,0.005983455,0.0007858644],"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":[0.002245942,0.000244379,0.003746672,0.005059114,0.0001902328,0.00004975806,0.0001556701,0.0008157734,0.00009706923,0.00106715,0.9666215,0.01970673],"study_design_scores_gemma":[0.04155716,0.001728892,0.05633553,0.01028022,0.001220147,0.0006590423,0.0007337544,0.004594948,0.00176959,0.02314679,0.857632,0.000341845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.000681916,0.00005208842,0.001948254,0.0001827952,0.00005022051,0.003324652,0.9918244,0.0003118496,0.001623779],"genre_scores_gemma":[0.02470007,0.0002840344,0.01918213,0.001216277,0.0002154422,0.1349448,0.8013567,0.001684593,0.01641596],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6985555,"threshold_uncertainty_score":0.4299739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367649778651265,"score_gpt":0.3523159654311506,"score_spread":0.2155509875660241,"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."}}