{"id":"W4405304030","doi":"10.1109/mmm.2024.3474444","title":"IMBioC 2024: Reporting From Montréal! [Conference Report]","year":2024,"lang":"en","type":"article","venue":"IEEE Microwave Magazine","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002475444,0.002152669,0.0009740944,0.002255096,0.00246211,0.008460162,0.002051198,0.003144043,0.4511522],"category_scores_gemma":[0.004509865,0.0006794799,0.00104459,0.002446456,0.0006430675,0.00213585,0.001885446,0.003417232,0.3289015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247733,"about_ca_system_score_gemma":0.00886529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1296109,"about_ca_topic_score_gemma":0.2187556,"domain_scores_codex":[0.9984013,0.00008114908,0.00003424543,0.0001252494,0.001094526,0.000263484],"domain_scores_gemma":[0.9940159,0.0001770562,0.0002267617,0.0002032857,0.004098894,0.001277956],"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":[0.00001164463,0.000003914198,0.00002068284,0.00002690793,0.000001180026,0.00000697617,0.000001861562,0.00001423371,0.00007057605,0.00008739215,0.9963096,0.003445094],"study_design_scores_gemma":[0.000008769664,0.00001608539,0.0004248717,0.00003648671,0.00000281591,0.000009284411,0.00001955742,0.00005431368,0.0002060453,0.00007262099,0.999139,0.00001020025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001252368,0.01228495,0.00299604,0.04376081,0.08540052,0.001049556,0.0431673,0.009167816,0.8009206],"genre_scores_gemma":[0.002845827,0.002848263,0.0009196516,0.005030052,0.005281448,0.0001813139,0.01409064,0.001539495,0.9672633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8703892,"threshold_uncertainty_score":0.7828648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372150091332344,"score_gpt":0.449262539597868,"score_spread":0.3120475304646337,"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."}}