{"id":"W7047416985","doi":"","title":"Fusion et validation de modèles musculosquelettiques de la colonne lombaire pour la prévention et la réadaptation des travailleurs","year":2024,"lang":"fr","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lumbar spine; Intervertebral disk; Mechanical compression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015341,0.001115424,0.0009719122,0.0007779355,0.0005950792,0.001325057,0.0009604046,0.001700108,0.003996991],"category_scores_gemma":[0.003072208,0.0005640063,0.001594118,0.0005791694,0.0005415221,0.0007196889,0.0007224772,0.0009675121,0.0008997062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166025,"about_ca_system_score_gemma":0.002752069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07926896,"about_ca_topic_score_gemma":0.06345998,"domain_scores_codex":[0.999568,0.00009052262,0.00003523907,0.0001145746,0.0001336034,0.00005795071],"domain_scores_gemma":[0.9988056,0.0004807381,0.0001354945,0.0001062767,0.0004242538,0.00004762247],"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":[0.0004153535,0.0001468779,0.0111258,0.000428526,0.000183018,0.0001932661,0.0002313802,0.8993367,0.0222195,0.001245845,0.0007781168,0.06369568],"study_design_scores_gemma":[0.00003026095,0.0002958191,0.01033364,0.0001027107,0.0001011058,0.00005439236,0.0001187708,0.9796764,0.006269978,0.0005127729,0.002462625,0.000041635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5408224,0.002556782,0.4451138,0.0005550435,0.0002304896,0.0002860147,0.00144887,0.001494306,0.007492216],"genre_scores_gemma":[0.9477543,0.000871044,0.04494594,0.00006745446,0.00001657719,0.0002310224,0.0009682975,0.00007378336,0.005071552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07926896,"threshold_uncertainty_score":0.1576151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266294869380163,"score_gpt":0.2875042819883573,"score_spread":0.2748413332945556,"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."}}