{"id":"W4244924194","doi":"10.1093/jicru_1.3.63","title":"Conclusions","year":2001,"lang":"en","type":"article","venue":"Journal of the ICRU","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004458226,0.00005216117,0.0001126846,0.00005482095,0.0001233177,0.00001868666,0.0004245188,0.00002368076,0.0003835933],"category_scores_gemma":[0.0002271352,0.00002722818,0.0001686179,0.0002180464,0.000045071,0.0001091371,0.0001055865,0.0002374639,0.0006664281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008575875,"about_ca_system_score_gemma":0.00007512345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005308119,"about_ca_topic_score_gemma":0.00001045609,"domain_scores_codex":[0.9992136,0.00008158563,0.0002333747,0.00003124008,0.0003201594,0.0001200764],"domain_scores_gemma":[0.9992203,0.00005464576,0.0003405156,0.0001833249,0.0001294003,0.00007188918],"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":[0.0002192916,0.0002547905,0.03336541,0.000002848278,0.0001605766,0.0002796127,0.0007556669,0.0007729096,0.2730772,0.0009937568,0.6866132,0.003504696],"study_design_scores_gemma":[0.0009470235,0.0000868032,0.04224862,0.00009230147,0.00008700914,0.004442316,0.0001910561,0.0000718006,0.005318262,0.003536587,0.9428851,0.00009314701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773179,0.0003118595,0.00005129115,0.005710421,0.0007981404,0.00004249625,0.000003573894,0.000009961992,0.01575437],"genre_scores_gemma":[0.9961135,0.00002490165,0.0002678655,0.0004410314,0.0003971507,1.358245e-7,4.348199e-8,0.0000189498,0.0027364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.267759,"threshold_uncertainty_score":0.8565808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882347452411304,"score_gpt":0.2770487530900644,"score_spread":0.2582252785659514,"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."}}